repo stringlengths 7 64 | file_url stringlengths 81 338 | file_path stringlengths 5 257 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 15:25:31 2026-01-05 01:50:38 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/multi_gpt_v0.ts | turbo/src/lib/compute/multi_gpt_v0.ts | import Deepcopy from 'deep-copy';
import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import _ from 'lodash';
import { format, unwrapFunctionStore } from 'svelte-i18n';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import GPTNode from '$lib/compute/gpt_v0';
im... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/multi_whisper_v0.ts | turbo/src/lib/compute/multi_whisper_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import WhisperNode, { whisper_node_data } from '$lib/compute/whisper_v1';
import { format, unwrapFunctionStore } from 'svelte-i18n';
import _ from 'lodash';
con... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/adder_v0.ts | turbo/src/lib/compute/adder_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { BaseData, DGNodeInterface } from '$lib/node_data_types';
export default class AdderNode {
id: string;
data: AdderData;
position: { x: number; y: number };
type: string;
constructor(node_data: AdderNodeInterf... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/open_ai_key_v0.ts | turbo/src/lib/compute/open_ai_key_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
export default class OpenAIKeyNode {
id: string;
data: OpenAIKeyData;
position: { x: number; y: number };
type: string;
constructor(node_data) {
c... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/whisper_v0.ts | turbo/src/lib/compute/whisper_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import { readFileFromGCS, uploadJSONToGCS } from '$lib/utils';
import { secondsToHHMMSS } from '$lib/utils';
import OpenAI from 'openai';
import MockOpenAI from '... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/argument_extraction_llama.ts | turbo/src/lib/compute/argument_extraction_llama.ts | // import nodes from '$lib/node_register';
// import categories from '$lib/node_categories';
// import system_prompt from '$lib/mock_data/argument_extraction/system_prompt.txt?raw';
// import {
// argument_extraction_llama_system_prompt,
// argument_extraction_llama_prompt
// } from '$lib/prompts';
// export const ... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/comment_expander_v0.ts | turbo/src/lib/compute/comment_expander_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import _ from 'lodash';
export default class CommentExpanderNode {
id: string;
data: CommentExpanderData;
position: { x: number; y: number };
type: strin... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/multi_audio_v0.ts | turbo/src/lib/compute/multi_audio_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import { readFileFromGCS } from '$lib/utils';
import type { BaseData, DGNodeInterface } from '$lib/node_data_types';
// Todo: this assumes a browser environment.
// to also work in node, consider using import { Readable } from 'stre... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/filter_csv_v0.ts | turbo/src/lib/compute/filter_csv_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import _ from 'lodash';
export default class FilterCSVNode {
id: string;
data: FilterCSVData;
position: { x: number; y: number };
type: string;
constr... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/merge_v0.ts | turbo/src/lib/compute/merge_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import deepCopy from 'deep-copy';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import _ from 'lodash';
export default class MergeNode {
id: string;
data: MergeData;
position: { x: number; y: number };... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/add_csv_v0.ts | turbo/src/lib/compute/add_csv_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import _ from 'lodash';
export default class AddCSVNode {
id: string;
data: AddCSVData;
position: { x: number; y: number };
type: string;
constructor(... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/text_to_csv_v0.ts | turbo/src/lib/compute/text_to_csv_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import { getEncoding } from 'js-tiktoken';
import { format, unwrapFunctionStore } from 'svelte-i18n';
import _ from 'lodash';
const $__ = unwrapFunctionStore(fo... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/merge_cluster_extraction_v0.ts | turbo/src/lib/compute/merge_cluster_extraction_v0.ts | import DeepCopy from 'deep-copy';
import nodes from '$lib/node_register';
import { readFileFromGCS, uploadJSONToGCS } from '$lib/utils';
import { merge_extraction_prompt, cluster_extraction_system_prompt } from '$lib/prompts';
import categories from '$lib/node_categories';
import { format, unwrapFunctionStore } from 's... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/edit_csv_v0.ts | turbo/src/lib/compute/edit_csv_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import deepCopy from 'deep-copy';
import _ from 'lodash';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
class EditCSVNode {
id: string;
data: EditCSVData;
position: { x: number; y: number };
type: st... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/unique_v0.ts | turbo/src/lib/compute/unique_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import _ from 'lodash';
export default class UniqueNode {
id: string;
data: UniqueData;
position: { x: number; y: number };
type: string;
constructor(... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/gpt_v0.ts | turbo/src/lib/compute/gpt_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import { readFileFromGCS, uploadJSONToGCS } from '$lib/utils';
import gpt from '$lib/gpt';
import _ from 'lodash';
import { gpt_v0_prompt } from '$lib/prompts';
import { format, unwrapFunctionStore } from 'svelte-i18n';
import type {... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/llama_v0.ts | turbo/src/lib/compute/llama_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
interface LlamaData extends BaseData {
text: string;
}
export default class LlamaNode {
id: string;
data: LlamaData;
position: { x: number; y: number };... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/translate_v0.ts | turbo/src/lib/compute/translate_v0.ts | import gpt from '$lib/gpt';
import _ from 'lodash';
import jsonpath from 'jsonpath';
import nodes from '$lib/node_register';
import { readFileFromGCS, uploadJSONToGCS, quickChecksum } from '$lib/utils';
import type { DGNodeInterface, GCSBaseData } from '$lib/node_data_types';
import categories from '$lib/node_categori... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/feedback_v0.ts | turbo/src/lib/compute/feedback_v0.ts | import _ from 'lodash';
import nodes from '$lib/node_register';
import DeepCopy from 'deep-copy';
import { db } from '$lib/firebase';
import categories from '$lib/node_categories';
import type { BaseData, DGNodeInterface } from '$lib/node_data_types';
import { format, unwrapFunctionStore } from 'svelte-i18n';
import { ... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/json_v0.ts | turbo/src/lib/compute/json_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import { readFileFromGCS } from '$lib/utils';
import type { GCSBaseData, DGNodeInterface } from '$lib/node_data_types';
export interface JSONNodeInterface extends DGNodeInterface<GCSBaseData> {}
class JSONNode implements JSONNodeIn... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/markdown_v0.ts | turbo/src/lib/compute/markdown_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import _ from 'lodash';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
export default class MarkdownNode {
id: string;
data: MarkdownData;
position: { x: number; y: number };
type: string;
construc... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/cluster_extraction_v1.ts | turbo/src/lib/compute/cluster_extraction_v1.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import { readFileFromGCS, uploadJSONToGCS } from '$lib/utils';
import {
cluster_extraction_prompt_v1,
cluster_extraction_system_prompt,
cluster_extraction_prompt_v1_suffix
} from '$lib/prompts';
import type { DGNodeInterface, G... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/stringify_v0.ts | turbo/src/lib/compute/stringify_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
export default class StringifyNode {
id: string;
data: StringifyData;
position: { x: number; y: number };
type: string;
constructor(node_data: StringifyNodeInterface) {
const { id, data, position, type } = node_data;
... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/pyodide_v0.ts | turbo/src/lib/compute/pyodide_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import _ from 'lodash';
let pyodideInstance: any = null;
async function loadPyodide() {
if (!pyodideInstance) {
const module = await import('$lib/pyodide/pyodide.js');
pyodideInstance = await module.loadPyodide();
}
r... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/whisper_v1.ts | turbo/src/lib/compute/whisper_v1.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
import { readFileFromGCS, uploadJSONToGCS } from '$lib/utils';
import { secondsToHHMMSS } from '$lib/utils';
import OpenAI from 'openai';
import MockOpenAI from '... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/webpage_v0.ts | turbo/src/lib/compute/webpage_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
export default class WebpageNode {
id: string;
data: WebpageData;
position: { x: number; y: number };
type: string;
constructor(node_data: WebpageNode... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/text_v0.ts | turbo/src/lib/compute/text_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import _ from 'lodash';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
export default class TextNode {
id: string;
data: MarkdownData;
position: { x: number; y: number };
type: string;
constructor(... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/cluster_extraction_v0.ts | turbo/src/lib/compute/cluster_extraction_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import { readFileFromGCS, uploadJSONToGCS } from '$lib/utils';
import { cluster_extraction_prompt_v0, cluster_extraction_system_prompt } from '$lib/prompts';
import { format, unwrapFunctionStore } from 'svelte-i18n';
import type { DG... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/jsonata_v0.ts | turbo/src/lib/compute/jsonata_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import jsonata_lib from 'jsonata';
interface BaseData {}
interface JsonataData extends BaseData {
text: string;
output: object;
}
export default class JsonataNode {
id: string;
data: JsonataData;
position: { x: number; y... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/integer_v0.ts | turbo/src/lib/compute/integer_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { BaseData, DGNodeInterface } from '$lib/node_data_types';
export default class IntegerNode {
id: string;
data: IntegerData;
position: { x: number; y: number };
type: string;
constructor(node_data: IntegerNode... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/secret_v0.ts | turbo/src/lib/compute/secret_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
export default class SecretNode {
id: string;
data: SecretData;
position: { x: number; y: number };
type: string;
constructor(node_data) {
const {... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/report_v0.ts | turbo/src/lib/compute/report_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
export default class ReportNode {
id: string;
data: ReportData;
position: { x: number; y: number };
type: string;
constructor(node_data: ReportNodeInterface) {
const { id, data, position, type } = node_data;
this.... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/pinecone_key_v0.ts | turbo/src/lib/compute/pinecone_key_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import type { DGNodeInterface, BaseData } from '$lib/node_data_types';
export default class PineconeKeyNode {
id: string;
data: PineconeKeyData;
position: { x: number; y: number };
type: string;
constructor(node_data) {
... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/chat_v0.ts | turbo/src/lib/compute/chat_v0.ts | import { get } from 'svelte/store';
import { getEncoding } from 'js-tiktoken';
import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import mock_responses from '$lib/mock_data/gpt_responses';
import { openai } from '$lib/gpt';
import CryptoJS from 'crypto-js';
import type { DGNodeInterf... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/compute/jq_v0.ts | turbo/src/lib/compute/jq_v0.ts | import nodes from '$lib/node_register';
import categories from '$lib/node_categories';
import jq_lib from '$lib/jq.js';
export default class JqNodeV0 {
id: string;
data: JqDataV0;
position: { x: number; y: number };
type: string;
constructor(node_data: JqNodeV0Interface) {
const { id, data, position, ty... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/pyodide/ffi.d.ts | turbo/src/lib/pyodide/ffi.d.ts | // Generated by dts-bundle-generator v6.13.0
interface PyProxy {
[x: string]: any;
}
/**
* A :js:class:`~pyodide.ffi.PyProxy` is an object that allows idiomatic use of a Python object from
* JavaScript. See :ref:`type-translations-pyproxy`.
*/
declare class PyProxy {
/** @private */
$$flags: number;
/** @privat... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | true |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/pyodide/pyodide.d.ts | turbo/src/lib/pyodide/pyodide.d.ts | // Generated by dts-bundle-generator v6.13.0
/**
*
* The Pyodide version.
*
* The version here is a Python version, following :pep:`440`. This is different
* from the version in ``package.json`` which follows the node package manager
* version convention.
*/
export declare const version: string;
interface Canva... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | true |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/turbo/src/lib/mock_data/gpt_responses.ts | turbo/src/lib/mock_data/gpt_responses.ts | const responses = {
'17cde08334801e40a6110835ee62489c9e68365ef1fffc0d8c8bf020d3608b61': 'translated response',
'0bb27701067939d4b9358f94bce6b77e0cf296e6db67c8cb1e93c88be3e9faf8':
'Crowded streets, vibrant markets, high-rise apartments, diverse, rich culture.',
'20f235466b65b040a2a0b11c6656ac1aaed2efe8eecfea59... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/utils.ts | scatter/next-app/utils.ts | export const mean = (arr: number[]) => {
return arr.reduce((a, b) => a + b, 0) / arr.length;
};
export const isTouchDevice = () => {
return "ontouchstart" in window || navigator.maxTouchPoints > 0;
};
| typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/tailwind.config.ts | scatter/next-app/tailwind.config.ts | import type { Config } from 'tailwindcss'
const config: Config = {
content: [
'./pages/**/*.{js,ts,jsx,tsx,mdx}',
'./components/**/*.{js,ts,jsx,tsx,mdx}',
'./app/**/*.{js,ts,jsx,tsx,mdx}',
],
theme: {
extend: {
backgroundImage: {
'gradient-radial': 'radial-gradient(var(--tw-gradient... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/types.ts | scatter/next-app/types.ts | export type Argument = {
arg_id: string;
argument: string;
comment_id: string;
x: number;
y: number;
p: number;
};
export type CommentObj = {
comment: string;
agrees?: number;
disagrees?: number;
video?: string;
interview?: string;
timestamp?: string;
};
export type CommentsMap = {
[id: stri... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/icons.tsx | scatter/next-app/icons.tsx | import React from "react";
type CN = { className: string }
// Credits: https://heroicons.com/
export const ThumbUp = ({ className }: CN) => <svg className={className} xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" strokeWidth={1.5} stroke="currentColor">
<path strokeLinecap="round" strokeLinejoi... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useRelativePositions.ts | scatter/next-app/hooks/useRelativePositions.ts | import { Cluster } from "@/types";
const useRelativePositions = (clusters: Cluster[]): Cluster[] => {
const args = clusters.map((cluster) => cluster.arguments).flat();
const X = args.map((arg) => arg.x);
const Y = args.map((arg) => arg.y);
const minX = Math.min(...X);
const minY = Math.min(...Y);
const max... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useFilter.ts | scatter/next-app/hooks/useFilter.ts | import { useCallback, useMemo } from "react";
import { Cluster, CommentsMap, Argument } from "@/types";
const useFilter = (
clusters: Cluster[],
comments: CommentsMap,
minVotes: number,
minConsensus: number,
dataHasVotes: boolean
) => {
const filter = useCallback(
(arg: Argument) => {
if (!dataH... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useClusterColor.ts | scatter/next-app/hooks/useClusterColor.ts | import { useCallback, useMemo } from "react";
const colors: string[] = [
"#8a2be2", // Purple
"#ff69b4", // Pink
"#1e90ff", // Blue
"#008080", // Teal
"#00d3d3", // Cyan
"#cdcd00", // Yellow
"#ffa500", // Orange
"#ff0000", // Red
"#008000", // Green
"#ff4500", // Orange-Red
"#32cd32", // Lime Gre... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useVoronoiFinder.ts | scatter/next-app/hooks/useVoronoiFinder.ts | import { MouseEventHandler, useMemo } from "react";
import { voronoi } from "@visx/voronoi";
import { Cluster, Argument, Dimensions, CommentsMap, Point } from "@/types";
import { Zoom } from "./useZoom";
const useVoronoiFinder = (
clusters: Cluster[],
comments: CommentsMap,
color: (cluster_id: string) => string,... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useTranslatorAndReplacements.ts | scatter/next-app/hooks/useTranslatorAndReplacements.ts | import { useCallback, useMemo, useState } from "react";
import { Config, Translations, Cluster } from "@/types";
import * as OpenCC from "opencc-js";
let missing: { [key: string]: boolean } = {};
const useTranslatorAndReplacements = (
config: Config,
translations: Translations,
clusters: Cluster[]
) => {
cons... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useZoom.ts | scatter/next-app/hooks/useZoom.ts | import { Dimensions } from "@/types";
import { MouseEventHandler, WheelEventHandler, useState } from "react";
const minZoom = 0.2;
const maxZoom = 5;
const useZoom = (dimensions?: Dimensions, allowZoom?: boolean) => {
const [zoom, setZoom] = useState({ scale: 1, panx: 0, pany: 0 });
const [dragging, setDragging] ... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useAutoResize.ts | scatter/next-app/hooks/useAutoResize.ts | import { useState, useEffect, useCallback } from "react";
import { Dimensions } from "@/types";
const getDimensions = (width?: number, height?: number, padding?: number) => {
console.log("getDimensions", window.innerWidth);
const dims =
window.innerWidth < 500
? {
width: window.innerWidth! - 10... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/hooks/useInferredFeatures.ts | scatter/next-app/hooks/useInferredFeatures.ts | import { useMemo } from "react";
import { Result } from "@/types";
const useInferredFeatures = (props: Result) => {
return useMemo(() => {
const { config, comments } = props;
const comment0 = comments[Object.keys(comments)[0]];
const langs = config.translation?.languages || [];
return {
dataHas... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/pages/_app.tsx | scatter/next-app/pages/_app.tsx | import { AppProps } from "next/app"
import '../globals.css'
export default function App(
props: AppProps
) {
const { Component, pageProps } = props
return (
<Component {...pageProps} />
)
} | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/pages/index.tsx | scatter/next-app/pages/index.tsx | import Head from "next/head"
import Link from "next/link"
import Report from '../components/Report'
import { Result } from '../types'
const outputs = '../pipeline/outputs'
export async function getStaticProps({ params }: any) {
const report = process.env.REPORT
if (report && report.length) {
const fs = requir... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/pages/report/[name].tsx | scatter/next-app/pages/report/[name].tsx |
const outputs = '../pipeline/outputs'
import Report from '../../components/Report'
import { Result } from '../../types'
export async function getStaticPaths() {
const report = process.env.REPORT
if (report && report.length) {
return { paths: [], fallback: false }
}
const fs = require('fs');
const subfol... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/Outline.tsx | scatter/next-app/components/Outline.tsx | import { Translator } from "@/hooks/useTranslatorAndReplacements"
import { Cluster } from "@/types"
type Props = {
clusters: Cluster[],
translator: Translator,
}
const Section = ({ name, target, small }: { name: string, target: string, small?: boolean }) => {
let className = "opacity-60 hover:opacity-100 cursor... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/Appendix.tsx | scatter/next-app/components/Appendix.tsx | import React, { useEffect, useState } from 'react'
import { Config } from '@/types'
import { Translator } from '@/hooks/useTranslatorAndReplacements'
import { diffWords } from "diff"
type Props = {
config: Config,
translator: Translator,
}
const Appendix = ({ config, translator }: Props) => {
const { t, manualCh... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/Report.tsx | scatter/next-app/components/Report.tsx | import React, { useState, useEffect, use, useRef } from 'react';
import { Result, Point } from '@/types';
import useClusterColor from '@/hooks/useClusterColor';
import useTranslatorAndReplacements from '@/hooks/useTranslatorAndReplacements';
import Map from './Map';
import Header from './Header';
import Appendix from '... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/VideoLink.tsx | scatter/next-app/components/VideoLink.tsx | import { Play } from "@/icons";
type VideoLinkProps = {
video?: string,
timestamp?: string,
interview?: string,
showThumbnail?: boolean,
showVideo?: boolean
}
const VideoLink = ({ video, timestamp, interview, showThumbnail, showVideo }: VideoLinkProps) => {
if (!video || !timestamp || !interview) return n... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/Map.tsx | scatter/next-app/components/Map.tsx |
import React, { useState, useEffect, use } from 'react';
import { Result, Argument, Point } from '@/types';
import Tooltip from '@/components/Tooltip';
import useAutoResize from '@/hooks/useAutoResize';
import useRelativePositions from '@/hooks/useRelativePositions';
import useVoronoiFinder from '@/hooks/useVoronoiFin... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/Header.tsx | scatter/next-app/components/Header.tsx | import useInferredFeatures from "@/hooks/useInferredFeatures"
import { Translator } from "@/hooks/useTranslatorAndReplacements"
import { Result } from "@/types"
type HeaderProps = Result & {
translator: Translator
}
const Header = (props: HeaderProps) => {
const { config } = props
const { t, languages, langInde... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
AIObjectives/talk-to-the-city-reports | https://github.com/AIObjectives/talk-to-the-city-reports/blob/ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0/scatter/next-app/components/Tooltip.tsx | scatter/next-app/components/Tooltip.tsx |
import { Zoom } from '@/hooks/useZoom';
import { Point, Dimensions } from '@/types';
import { CSSProperties, useState } from 'react';
import { ThumbUp, ThumbDown } from '@/icons';
import { Translator } from '@/hooks/useTranslatorAndReplacements';
import VideoLink from './VideoLink';
type TooltipProps = {
point: Poi... | typescript | Apache-2.0 | ca3453f8e60b0ad25332a4dfa7df96cf767aa9d0 | 2026-01-05T04:59:43.595222Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/index.test.ts | src/index.test.ts | import './cluster/KMeans.test'
import './compose/ColumnTransformer.test'
import './datasets/makeRegression.test'
import './dummy/DummyClassifier.test'
import './dummy/DummyRegressor.test'
import './ensemble/VotingClassifier.test'
import './ensemble/VotingRegressor.test'
import './impute/SimpleImputer.test'
import './li... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/math.ts | src/math.ts | import { Iterable, Tensor } from './types'
import { assert } from './typesUtils'
import { getBackend } from './tf-singleton'
/*
In creating the preprocessors, I wanted functions that computed the min, max, mean,
etc... but that also ignored NaN values. The min / max functions that come from
Tensorflow don't support ign... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/utils.ts | src/utils.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/mixins.ts | src/mixins.ts | import { Scikit2D, Scikit1D, Tensor2D, Tensor1D } from './types'
import { r2Score, accuracyScore } from './metrics/metrics'
import { Serialize } from './simpleSerializer'
import { assert, isScikit2D } from './typesUtils'
import { convertToNumericTensor1D_2D } from './utils'
export class TransformerMixin extends Seriali... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/randUtils.ts | src/randUtils.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/simpleSerializer.ts | src/simpleSerializer.ts | import { encode, decode } from 'base64-arraybuffer'
import { getBackend } from './tf-singleton'
const EstimatorList = [
'KNeighborsRegressor',
'LinearRegression',
'LassoRegression',
'RidgeRegression',
'ElasticNet',
'LogisticRegression',
'DummyRegressor',
'DummyClassifier',
'MinMaxScaler',
'StandardS... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/tf-singleton.ts | src/tf-singleton.ts | let tf: any = null
export function setBackend(tfInput: any) {
tf = tfInput
}
export function getBackend() {
if (tf === null) {
throw Error(`
============================
Howdy 👋👋. Looks like you are running scikit but you haven't set a Tensorflow backend.
To do so, simply import (or require) your tensorflo... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/jestTensorMatchers.ts | src/jestTensorMatchers.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/types.ts | src/types.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/jestTensorMatchers.test.ts | src/jestTensorMatchers.test.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/index.ts | src/index.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/tfUtils.ts | src/tfUtils.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/typesUtils.ts | src/typesUtils.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/trainTestSplit.ts | src/model_selection/trainTestSplit.ts | import { Scikit1D, Scikit2D } from '../types'
import {
assert,
isDataFrameInterface,
isSeriesInterface,
isTensor
} from '../typesUtils'
import { getLength, sampleWithoutReplacement } from '../utils'
import { getBackend } from '../tf-singleton'
/**
* Validation helper to check if the test/test sizes are meanin... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/CrossValidator.ts | src/model_selection/CrossValidator.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/trainTestSplit.test.ts | src/model_selection/trainTestSplit.test.ts | import { validateShuffleSplit, getIndices } from './trainTestSplit'
import { trainTestSplit, setBackend } from '../index'
import * as dfd from 'danfojs-node'
import * as tf from '@tensorflow/tfjs'
import { DataFrameInterface } from '../types'
setBackend(tf)
describe('Testing trainTestSplit', function () {
it('Testin... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/scorers.ts | src/model_selection/scorers.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/KFold.test.ts | src/model_selection/KFold.test.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/KFold.ts | src/model_selection/KFold.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/model_selection/crossValScore.ts | src/model_selection/crossValScore.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/ensemble/VotingClassifier.test.ts | src/ensemble/VotingClassifier.test.ts | import {
makeVotingClassifier,
VotingClassifier,
DummyClassifier,
LogisticRegression,
setBackend,
fromJSON
} from '../index'
import * as tf from '@tensorflow/tfjs'
setBackend(tf)
describe('VotingClassifier', function () {
it('Use VotingClassifier on simple example (voting = hard)', async function () {
... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/ensemble/VotingRegressor.ts | src/ensemble/VotingRegressor.ts | import { Scikit1D, Scikit2D, Tensor1D } from '../types'
import { RegressorMixin } from '../mixins'
import { getBackend } from '../tf-singleton'
/*
Next steps:
0. Write validation code to check Estimator inputs
1. nFeaturesIn, featureNamesIn
2. Copy most of the code for the VotingClassifier
*/
export interface ... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/ensemble/VotingClassifier.ts | src/ensemble/VotingClassifier.ts | import { Scikit1D, Scikit2D, Tensor1D, Tensor2D } from '../types'
import { getBackend } from '../tf-singleton'
import { ClassifierMixin } from '../mixins'
import { LabelEncoder } from '../preprocessing/LabelEncoder'
/*
Next steps:
0. Write validation code to check Estimator inputs
1. nFeaturesIn, featureNamesIn
... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/ensemble/VotingRegressor.test.ts | src/ensemble/VotingRegressor.test.ts | import {
makeVotingRegressor,
VotingRegressor,
DummyRegressor,
LinearRegression,
setBackend,
fromJSON
} from '../index'
import * as tf from '@tensorflow/tfjs'
setBackend(tf)
describe('VotingRegressor', function () {
it('Use VotingRegressor on simple example ', async function () {
const X = [
[1... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KdTree.test.ts | src/neighbors/KdTree.test.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KNeighborsRegressor.ts | src/neighbors/KNeighborsRegressor.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KNeighborsClassifier.ts | src/neighbors/KNeighborsClassifier.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/Neighborhood.ts | src/neighbors/Neighborhood.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/Metric.ts | src/neighbors/Metric.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/CappedMaxHeap.test.ts | src/neighbors/CappedMaxHeap.test.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/CappedMaxHeap.ts | src/neighbors/CappedMaxHeap.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/BruteNeighborhood.test.ts | src/neighbors/BruteNeighborhood.test.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/neighborhoodGenericTests.ts | src/neighbors/neighborhoodGenericTests.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KNeighborsClassifier.test.ts | src/neighbors/KNeighborsClassifier.test.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KNeighborsRegressor.test.ts | src/neighbors/KNeighborsRegressor.test.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KNeighborsBase.ts | src/neighbors/KNeighborsBase.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/BruteNeighborhood.ts | src/neighbors/BruteNeighborhood.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/KdTree.ts | src/neighbors/KdTree.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/neighbors/Metric.test.ts | src/neighbors/Metric.test.ts | /**
* @license
* Copyright 2021, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
javascriptdata/scikit.js | https://github.com/javascriptdata/scikit.js/blob/f388a67c0127a047b70971b790cfd29e7aa3f709/src/naive_bayes/GaussianNB.ts | src/naive_bayes/GaussianNB.ts | /**
* @license
* Copyright 2022, JsData. All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS"... | typescript | MIT | f388a67c0127a047b70971b790cfd29e7aa3f709 | 2026-01-05T04:59:44.189609Z | false |
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