channel string | post_ids list | n_posts int64 | dt_utc_first timestamp[ns, tz=UTC] | dt_utc_last timestamp[ns, tz=UTC] | html_unwrapped string | label string | priority_max int64 |
|---|---|---|---|---|---|---|---|
ai_machinelearning_big_data | [
1163,
1164
] | 2 | 2019-02-20T06:51:50Z | 2019-02-20T06:51:51Z | <b>Реализация моделей seq2seq в Tensorflow</b><br/><br/><a href="https://habr.com/ru/post/440472/" rel="noopener" target="_blank">https://habr.com/ru/post/440472/</a>
<b>DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning</b><br/><br/><a href="https://www.nature.com/articles/s41598-018-38343-3" rel="n... | other | 2 |
ai_machinelearning_big_data | [
1165,
1166
] | 2 | 2019-02-21T08:57:18Z | 2019-02-21T08:57:19Z | <b>PlotNeuralNet</b><br/><br/><a href="https://github.com/HarisIqbal88/PlotNeuralNet" rel="noopener" target="_blank">https://github.com/HarisIqbal88/PlotNeuralNet</a>
<b>Transfer Learning with PyTorch</b><br/><br/><a href="https://heartbeat.fritz.ai/transfer-learning-with-pytorch-cfcb69016c72" rel="noopener" target="_... | other | 2 |
ai_machinelearning_big_data | [
1167
] | 1 | 2019-02-21T21:47:53Z | 2019-02-21T21:47:53Z | <b>On the Path to Cryogenic Control of Quantum Processors</b><br/><br/><br/><a href="http://ai.googleblog.com/2019/02/on-path-to-cryogenic-control-of-quantum.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/02/on-path-to-cryogenic-control-of-quantum.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1168
] | 1 | 2019-02-22T09:13:37Z | 2019-02-22T09:13:37Z | <b>HandCrafting an Artificial Neural Network</b><br/><br/>In this article, I have implemented a fully vectorized code for Artificial Neural Network with Dropout and L2 Regularization.<br/><br/><a href="https://towardsdatascience.com/handcrafting-an-artificial-neural-network-e0b663e88a53" rel="noopener" target="_blank">... | tldr | 2 |
ai_machinelearning_big_data | [
1171
] | 1 | 2019-02-23T07:34:03Z | 2019-02-23T07:34:03Z | <b>Getting Started with Reinforcement Learning and Open AI Gym</b><br/><br/><a href="https://towardsdatascience.com/getting-started-with-reinforcement-learning-and-open-ai-gym-c289aca874f" rel="noopener" target="_blank">https://towardsdatascience.com/getting-started-with-reinforcement-learning-and-open-ai-gym-c289aca87... | other | 1 |
ai_machinelearning_big_data | [
1172
] | 1 | 2019-02-23T20:16:58Z | 2019-02-23T20:16:58Z | <b>Learning to Generalize from Sparse and Underspecified Rewards</b><br/><br/><a href="http://ai.googleblog.com/2019/02/learning-to-generalize-from-sparse-and.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/02/learning-to-generalize-from-sparse-and.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1173
] | 1 | 2019-02-24T08:04:37Z | 2019-02-24T08:04:37Z | <b>8 Tricks for Configuring Backpropagation to Train Better Neural Networks</b><br/><br/><a href="https://machinelearningmastery.com/best-advice-for-configuring-backpropagation-for-deep-learning-neural-networks/" rel="noopener" target="_blank">https://machinelearningmastery.com/best-advice-for-configuring-backpropagati... | other | 2 |
ai_machinelearning_big_data | [
1174
] | 1 | 2019-02-25T08:24:33Z | 2019-02-25T08:24:33Z | <b>Convolutional Neural Network</b><br/>Learn Convolutional Neural Network from basic and its implementation in Keras<br/><br/><a href="https://towardsdatascience.com/covolutional-neural-network-cb0883dd6529" rel="noopener" target="_blank">https://towardsdatascience.com/covolutional-neural-network-cb0883dd6529</a> | other | 2 |
ai_machinelearning_big_data | [
1175,
1176,
1177
] | 3 | 2019-02-26T07:37:25Z | 2019-02-26T07:45:03Z | <b>TensorFlow на Apache Ignite</b><br/><br/><a href="https://habr.com/ru/company/gridgain/blog/440060/" rel="noopener" target="_blank">https://habr.com/ru/company/gridgain/blog/440060/</a>
<b>30 Days in the Life of a Machine Learning Researcher</b><br/><br/><a href="https://medium.com/@abidlabs/what-its-like-to-do-mac... | other | 2 |
ai_machinelearning_big_data | [
1178
] | 1 | 2019-02-26T18:08:21Z | 2019-02-26T18:08:21Z | <b>How to Fix FutureWarning Messages in scikit-learn</b><br/><br/><a href="https://machinelearningmastery.com/how-to-fix-futurewarning-messages-in-scikit-learn/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-fix-futurewarning-messages-in-scikit-learn/</a> | other | 1 |
ai_machinelearning_big_data | [
1179
] | 1 | 2019-02-27T08:06:44Z | 2019-02-27T08:06:44Z | <b>Regression: Kernel and Nearest Neighbor Approach</b><br/>In this article, I will talk about the Kernel and Nearest Neighbor Approach which forms a major class of non-parametric methods to solve a regression setting.<br/><br/><a href="https://towardsdatascience.com/regression-kernel-and-nearest-neighbor-approach-6e27... | other | 1 |
ai_machinelearning_big_data | [
1181,
1182
] | 2 | 2019-02-27T15:54:06Z | 2019-02-27T15:54:08Z | <b>Introducing TensorFlow Datasets</b><br/><br/><a href="https://medium.com/tensorflow/introducing-tensorflow-datasets-c7f01f7e19f3?source=topic_page---------2------------------1" rel="noopener" target="_blank">https://medium.com/tensorflow/introducing-tensorflow-datasets-c7f01f7e19f3?source=topic_page---------2-------... | other | 2 |
ai_machinelearning_big_data | [
1183,
1184
] | 2 | 2019-02-28T06:54:41Z | 2019-02-28T06:54:48Z | <b>Neural ODEs</b><br/><br/>Notebook here collects theory, basic implementation and some experiments of Neural Ordinary Differential Equations <br/><a href="https://github.com/urtrial/neural-ode" rel="noopener" target="_blank">https://github.com/urtrial/neural-ode</a><br/><br/>Link to NBViewer<br/><a href="https://nbvi... | other | 2 |
ai_machinelearning_big_data | [
1186
] | 1 | 2019-02-28T21:28:00Z | 2019-02-28T21:28:00Z | <b>Long-Range Robotic Navigation via Automated Reinforcement Learning</b><br/><br/><br/><a href="http://ai.googleblog.com/2019/02/long-range-robotic-navigation-via.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/02/long-range-robotic-navigation-via.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1187,
1188
] | 2 | 2019-03-01T08:12:44Z | 2019-03-01T08:16:44Z | <b>PyTorch Machine Learning Tutorial - Machine Learning with Python and PyTorch</b><br/><br/><a href="https://www.youtube.com/watch?v=TB-G1KqRb5o" rel="noopener" target="_blank">https://www.youtube.com/watch?v=TB-G1KqRb5o</a>
<b>Boosting: Is It Always The Best Option?</b><br/><br/><a href="https://towardsdatascience.c... | other | 2 |
ai_machinelearning_big_data | [
1189
] | 1 | 2019-03-01T16:02:37Z | 2019-03-01T16:02:37Z | <b>Работа с Big Data в «МегаФон»</b><br/><br/>Директор по аналитике больших данных компании «МегаФон» рассказывает, как вырасти в профессионала в области big data и как именно работает с ними сотовый оператор. <br/><a href="https://www.youtube.com/watch?v=C6zSSWoOUOw" rel="noopener" target="_blank">https://www.youtube.... | other | 2 |
ai_machinelearning_big_data | [
1190,
1191
] | 2 | 2019-03-02T05:48:34Z | 2019-03-02T05:48:37Z | <b>Recurrent Neural Networks</b><br/>Remembering what’s important<br/><br/><a href="https://towardsdatascience.com/recurrent-neural-networks-d4642c9bc7ce" rel="noopener" target="_blank">https://towardsdatascience.com/recurrent-neural-networks-d4642c9bc7ce</a>
<b>All the Steps to Build your first Image Classifier (with... | other | 2 |
ai_machinelearning_big_data | [
1192
] | 1 | 2019-03-03T08:50:36Z | 2019-03-03T08:50:36Z | <b>Probability Theory for Machine/Deep Learning</b><br/><br/><a href="https://towardsdatascience.com/probability-theory-for-deep-learning-9551b9255cf0?source=collection_home---4------3---------------------" rel="noopener" target="_blank">https://towardsdatascience.com/probability-theory-for-deep-learning-9551b9255cf0?s... | tldr | 2 |
ai_machinelearning_big_data | [
1194,
1195
] | 2 | 2019-03-04T06:03:33Z | 2019-03-04T06:03:55Z | <b>Fundamentals of Machine Learning (Part 3)</b><br/><br/><a href="https://towardsdatascience.com/fundamentals-of-machine-learning-part-3-b305933f00cd?source=collection_home---4------0---------------------" rel="noopener" target="_blank">https://towardsdatascience.com/fundamentals-of-machine-learning-part-3-b305933f00c... | other | 2 |
ai_machinelearning_big_data | [
1196
] | 1 | 2019-03-05T06:37:35Z | 2019-03-05T06:37:35Z | <b>Build your own Robust Deep Learning Environment in Minutes</b><br/>A guide to the less desirable aspects of deep learning environment configurations<br/><br/><a href="https://towardsdatascience.com/build-your-own-robust-deep-learning-environment-in-minutes-354cf140a5a6" rel="noopener" target="_blank">https://towards... | other | 2 |
ai_machinelearning_big_data | [
1197,
1198
] | 2 | 2019-03-06T06:24:19Z | 2019-03-06T06:37:23Z | <b>Machine Learning A Probabilistic Perspective</b><br/>Kevin P. Murphy
<b>3 Levels of Deep Learning Competence</b><br/><br/><a href="https://machinelearningmastery.com/deep-learning-competence/" rel="noopener" target="_blank">https://machinelearningmastery.com/deep-learning-competence/</a> | other | 2 |
ai_machinelearning_big_data | [
1199,
1200
] | 2 | 2019-03-07T06:02:25Z | 2019-03-07T06:03:01Z | <b>Announcement: TensorFlow 2.0 Has Arrived!</b><br/>Few months ago I mentioned some of the exciting new features that will be included in TensorFlow 2.0.<br/><br/><a href="https://towardsdatascience.com/announcement-tensorflow-2-0-has-arrived-ee59283fd83a" rel="noopener" target="_blank">https://towardsdatascience.com/... | other | 2 |
ai_machinelearning_big_data | [
1201,
1202
] | 2 | 2019-03-08T06:06:16Z | 2019-03-08T06:06:24Z | <b>How to Demonstrate Your Basic Skills with </b><a href="?q=%23DeepLearning"><b>#DeepLearning</b></a><br/><br/><a href="https://machinelearningmastery.com/how-to-demonstrate-basic-deep-learning-competence/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-demonstrate-basic-deep-learning-compete... | other | 2 |
ai_machinelearning_big_data | [
1203,
1204
] | 2 | 2019-03-09T07:00:11Z | 2019-03-09T07:00:30Z | <b>How to get started with Python for Deep Learning and Data Science</b><br/>A step-by-step guide to setting up Python for a complete beginner<br/><br/><a href="https://medium.freecodecamp.org/how-to-get-started-with-python-for-deep-learning-and-data-science-3bed07f91a08" rel="noopener" target="_blank">https://medium.f... | other | 2 |
ai_machinelearning_big_data | [
1205,
1206
] | 2 | 2019-03-10T07:09:38Z | 2019-03-10T07:09:40Z | <b>“Deep learning” about transcription factor-DNA binding</b><br/>Using a convolutional neural network to measure transcription factor-DNA binding<br/><br/><a href="https://towardsdatascience.com/deep-learning-about-transcription-factor-dna-binding-1d9753eabcc2" rel="noopener" target="_blank">https://towardsdatascience... | other | 2 |
ai_machinelearning_big_data | [
1208
] | 1 | 2019-03-11T06:04:22Z | 2019-03-11T06:04:22Z | <b>How to Develop and Demonstrate Competence With Deep Learning for Computer Vision</b><br/><br/><br/><a href="https://machinelearningmastery.com/how-to-develop-and-demonstrate-competence-with-deep-learning-for-computer-vision/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-develop-and-demons... | other | 2 |
ai_machinelearning_big_data | [
1210,
1211
] | 2 | 2019-03-11T19:21:16Z | 2019-03-11T19:21:27Z | <b>Saliency Based Image Segmentation</b><br/><br/><a href="https://towardsdatascience.com/saliency-based-image-segmentation-473b4cb31774?source=collection_home---4------1---------------------" rel="noopener" target="_blank">https://towardsdatascience.com/saliency-based-image-segmentation-473b4cb31774?source=collection_... | other | 2 |
ai_machinelearning_big_data | [
1212
] | 1 | 2019-03-12T06:09:43Z | 2019-03-12T06:09:43Z | <b>The Best of AI: New Articles Published This Month (February 2019)</b><br/>10 data articles handpicked by the Sicara team, just for you<br/><br/><a href="https://blog.sicara.com/02-2019-best-ai-new-articles-this-month-cca9faaf867e" rel="noopener" target="_blank">https://blog.sicara.com/02-2019-best-ai-new-articles-th... | other | 2 |
ai_machinelearning_big_data | [
1213
] | 1 | 2019-03-12T18:36:55Z | 2019-03-12T18:36:55Z | <b>An All-Neural On-Device Speech Recognizer</b><br/><br/><br/><br/><a href="http://ai.googleblog.com/2019/03/an-all-neural-on-device-speech.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/03/an-all-neural-on-device-speech.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1214,
1215
] | 2 | 2019-03-13T05:27:14Z | 2019-03-13T05:27:16Z | <b>Демистифицируем свёрточные нейросети</b><br/><a href="https://habr.com/ru/company/nixsolutions/blog/443236/" rel="noopener" target="_blank">https://habr.com/ru/company/nixsolutions/blog/443236/</a>
<b>Exploring Univariate Data</b><br/>Using Super Hero data to get started with univariate EDA in Python<br/><a href="h... | other | 2 |
ai_machinelearning_big_data | [
1217
] | 1 | 2019-03-14T07:17:32Z | 2019-03-14T07:17:32Z | <b>The Latest Machine Learning Trends From MIT Professors and Researchers</b><br/><br/><a href="https://hackernoon.com/the-latest-machine-learning-trends-from-mit-professors-and-researchers-cdda345dd207" rel="noopener" target="_blank">https://hackernoon.com/the-latest-machine-learning-trends-from-mit-professors-and-res... | other | 2 |
ai_machinelearning_big_data | [
1218
] | 1 | 2019-03-14T19:31:52Z | 2019-03-14T19:31:52Z | <b>Harnessing Organizational Knowledge for Machine Learning</b><br/><br/><a href="http://ai.googleblog.com/2019/03/harnessing-organizational-knowledge-for.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/03/harnessing-organizational-knowledge-for.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1220,
1221
] | 2 | 2019-03-15T06:32:48Z | 2019-03-15T06:33:10Z | <b>Book Computer Vision: Models, Learning, and Inference</b>
<b>Checklist for debugging neural networks</b><br/><br/><a href="https://towardsdatascience.com/checklist-for-debugging-neural-networks-d8b2a9434f21" rel="noopener" target="_blank">https://towardsdatascience.com/checklist-for-debugging-neural-networks-d8b2a9... | other | 2 |
ai_machinelearning_big_data | [
1222
] | 1 | 2019-03-16T06:24:14Z | 2019-03-16T06:24:14Z | <b>Google Faculty Research Awards 2018</b><br/><br/><a href="http://ai.googleblog.com/2019/03/google-faculty-research-awards-2018.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/03/google-faculty-research-awards-2018.html</a> | other | 1 |
ai_machinelearning_big_data | [
1223
] | 1 | 2019-03-17T06:41:03Z | 2019-03-17T06:41:03Z | <b>Robotic Control with Graph Networks</b><br/>Exploiting relational inductive bias to improve generalization and control<br/><br/><a href="https://towardsdatascience.com/robotic-control-with-graph-networks-f1b8d22b8c86" rel="noopener" target="_blank">https://towardsdatascience.com/robotic-control-with-graph-networks-f... | tldr | 2 |
ai_machinelearning_big_data | [
1224
] | 1 | 2019-03-18T05:21:04Z | 2019-03-18T05:21:04Z | <a href="http://DeepLearning.AI/" rel="noopener" target="_blank"><b>DeepLearning.AI</b></a><b> Convolutional Neural Networks Deep Learning Specialization Course (Review)</b><br/><br/><a href="https://machinelearningmastery.com/deeplearning-ai-convolutional-neural-networks-deep-learning-specialization-review/" rel="noop... | other | 2 |
ai_machinelearning_big_data | [
1225
] | 1 | 2019-03-19T07:20:20Z | 2019-03-19T07:20:20Z | <b>A Gentle Introduction to Computer Vision</b><br/><br/><a href="https://machinelearningmastery.com/what-is-computer-vision/" rel="noopener" target="_blank">https://machinelearningmastery.com/what-is-computer-vision/</a> | other | 2 |
ai_machinelearning_big_data | [
1227,
1228
] | 2 | 2019-03-19T16:54:22Z | 2019-03-19T16:54:36Z | <b>DeepMind: This Card Game Is the Next Frontier for AI Research</b><br/><a href="https://www.youtube.com/watch?v=cD-eXjf854Q" rel="noopener" target="_blank">https://www.youtube.com/watch?v=cD-eXjf854Q</a>
<b>A Complete Exploratory Data Analysis and Visualization for Text Data</b><br/><br/><a href="https://towardsdata... | other | 2 |
ai_machinelearning_big_data | [
1229
] | 1 | 2019-03-20T06:19:39Z | 2019-03-20T06:19:39Z | <b>Measuring the Limits of Data Parallel Training for Neural Networks</b><br/><br/><a href="http://ai.googleblog.com/2019/03/measuring-limits-of-data-parallel.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/03/measuring-limits-of-data-parallel.html</a> | other | 1 |
ai_machinelearning_big_data | [
1230,
1231
] | 2 | 2019-03-21T05:19:26Z | 2019-03-21T05:19:28Z | <b>Stanford Convolutional Neural Networks for Visual Recognition Course (Review)</b><br/><br/><a href="https://machinelearningmastery.com/stanford-convolutional-neural-networks-for-visual-recognition-course-review/" rel="noopener" target="_blank">https://machinelearningmastery.com/stanford-convolutional-neural-networks... | other | 2 |
ai_machinelearning_big_data | [
1232,
1233
] | 2 | 2019-03-22T05:08:07Z | 2019-03-22T05:08:09Z | <b>8 Excellent Pretrained Models to get you Started with Natural Language Processing (NLP)</b><br/><br/><a href="https://www.analyticsvidhya.com/blog/2019/03/pretrained-models-get-started-nlp/" rel="noopener" target="_blank">https://www.analyticsvidhya.com/blog/2019/03/pretrained-models-get-started-nlp/</a>
<b>How to ... | other | 2 |
ai_machinelearning_big_data | [
1235
] | 1 | 2019-03-22T19:29:33Z | 2019-03-22T19:29:33Z | <b>MIT 6.S191: Visualization for Machine Learning (Google Brain)</b><br/><a href="https://www.youtube.com/watch?v=ulLx2iPTIcs" rel="noopener" target="_blank">https://www.youtube.com/watch?v=ulLx2iPTIcs</a> | tldr | 2 |
ai_machinelearning_big_data | [
1236,
1237
] | 2 | 2019-03-23T06:39:22Z | 2019-03-23T06:43:09Z | <b>Stanford CS230: Deep Learning | Autumn 2018 | Lecture 1 - Class Introduction and Logistics</b><br/><br/><a href="https://www.youtube.com/watch?v=PySo_6S4ZAg" rel="noopener" target="_blank">https://www.youtube.com/watch?v=PySo_6S4ZAg</a>
<b>6.883 Science of Deep Learning: Bridging Theory and Practice -- Spring 2018<... | other | 2 |
ai_machinelearning_big_data | [
1238
] | 1 | 2019-03-24T09:30:00Z | 2019-03-24T09:30:00Z | <b>Deep Learning Examples</b><br/><a href="https://developer.nvidia.com/deep-learning-examples" rel="noopener" target="_blank">https://developer.nvidia.com/deep-learning-examples</a> | other | 2 |
ai_machinelearning_big_data | [
1239
] | 1 | 2019-03-25T06:59:08Z | 2019-03-25T06:59:08Z | <b>Machine Learning Mind Map</b><br/><a href="https://www.thelearningmachine.ai/ml" rel="noopener" target="_blank">https://www.thelearningmachine.ai/ml</a> | other | 2 |
ai_machinelearning_big_data | [
1241
] | 1 | 2019-03-26T05:55:46Z | 2019-03-26T05:55:46Z | <b>Simulated Policy Learning in Video Models</b><br/><a href="http://ai.googleblog.com/2019/03/simulated-policy-learning-in-video.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/03/simulated-policy-learning-in-video.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1242,
1243
] | 2 | 2019-03-27T05:45:23Z | 2019-03-27T05:45:25Z | <b>Variational inference for Bayesian neural networks</b><br/><br/><a href="https://krasserm.github.io/2019/03/14/bayesian-neural-networks/" rel="noopener" target="_blank">https://krasserm.github.io/2019/03/14/bayesian-neural-networks/</a>
<b>How to Evaluate Pixel Scaling Methods for Image Classification With Convolut... | other | 2 |
ai_machinelearning_big_data | [
1244
] | 1 | 2019-03-28T05:25:52Z | 2019-03-28T05:25:52Z | <b>Unifying Physics and Deep Learning with TossingBot</b><br/><br/><a href="http://ai.googleblog.com/2019/03/unifying-physics-and-deep-learning-with.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/03/unifying-physics-and-deep-learning-with.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1245,
1246
] | 2 | 2019-03-28T16:07:56Z | 2019-03-28T16:08:01Z | <b>BMSG-GAN</b><br/><a href="https://github.com/akanimax/BMSG-GAN" rel="noopener" target="_blank">https://github.com/akanimax/BMSG-GAN</a>
<b>The Startups Disrupting Retail at The New Retail Conference by Sistema_VC</b><br/><br/>Face recognition for retail, AI-driven windows and stocks, personalised offer for each cus... | other | 2 |
ai_machinelearning_big_data | [
1247
] | 1 | 2019-03-29T06:36:41Z | 2019-03-29T06:36:41Z | <b>How to Calculate Precision, Recall, F1, and More for Deep Learning Models</b><br/><br/><a href="https://machinelearningmastery.com/how-to-calculate-precision-recall-f1-and-more-for-deep-learning-models/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-calculate-precision-recall-f1-and-more-f... | other | 1 |
ai_machinelearning_big_data | [
1249,
1250
] | 2 | 2019-03-30T08:14:57Z | 2019-03-30T08:14:58Z | <b>From Attention in Transformers to Dynamic Routing in Capsule Nets</b><br/><br/><a href="https://staff.fnwi.uva.nl/s.abnar/?p=108" rel="noopener" target="_blank">https://staff.fnwi.uva.nl/s.abnar/?p=108</a>
<b>Deep Learning and SAR Applications</b><br/><a href="https://towardsdatascience.com/deep-learning-and-sar-ap... | tldr | 2 |
ai_machinelearning_big_data | [
1251
] | 1 | 2019-03-30T16:49:47Z | 2019-03-30T16:49:47Z | <b>NeuroSAT: An AI That Learned Solving Logic Problems</b><br/><a href="https://www.youtube.com/watch?v=luwP75lPExo" rel="noopener" target="_blank">https://www.youtube.com/watch?v=luwP75lPExo</a> | tldr | 2 |
ai_machinelearning_big_data | [
1252
] | 1 | 2019-03-31T06:14:08Z | 2019-03-31T06:14:08Z | <b>CS234: Reinforcement Learning Winter 2019</b><br/><br/><b>playlist</b> : <a href="https://www.youtube.com/watch?v=FgzM3zpZ55o&list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u" rel="noopener" target="_blank">https://www.youtube.com/watch?v=FgzM3zpZ55o&list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u</a><br/><br/><b>course</b>:... | other | 2 |
ai_machinelearning_big_data | [
1253
] | 1 | 2019-04-01T07:40:28Z | 2019-04-01T07:40:28Z | <b>How to Load, Convert, and Save Images With the Keras API</b><br/><a href="https://machinelearningmastery.com/how-to-load-convert-and-save-images-with-the-keras-api/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-load-convert-and-save-images-with-the-keras-api/</a> | other | 2 |
ai_machinelearning_big_data | [
1254
] | 1 | 2019-04-02T05:19:00Z | 2019-04-02T05:19:00Z | <b>Protecting networks against adversial attacks</b><br/><br/><a href="https://medium.com/@lj94sm/protecting-networks-against-adversial-attacks-7fd3e2be15af" rel="noopener" target="_blank">https://medium.com/@lj94sm/protecting-networks-against-adversial-attacks-7fd3e2be15af</a> | other | 2 |
ai_machinelearning_big_data | [
1255
] | 1 | 2019-04-02T16:30:59Z | 2019-04-02T16:30:59Z | <b>Beautiful Gooey Simulations, Now 10 Times Faster</b><br/><a href="https://www.youtube.com/watch?v=-jL2o_15s1E" rel="noopener" target="_blank">https://www.youtube.com/watch?v=-jL2o_15s1E</a> | other | 2 |
ai_machinelearning_big_data | [
1256,
1257,
1258
] | 3 | 2019-04-03T05:41:25Z | 2019-04-03T05:41:31Z | <b>Word2vec в картинках</b><br/><a href="https://habr.com/ru/post/446530/" rel="noopener" target="_blank">https://habr.com/ru/post/446530/</a>
<b>Open-sourcing PyTorch-BigGraph for faster embeddings of extremely large graphs</b><br/><br/><a href="https://ai.facebook.com/blog/open-sourcing-pytorch-biggraph-for-faster-e... | other | 2 |
ai_machinelearning_big_data | [
1259,
1260
] | 2 | 2019-04-04T07:12:20Z | 2019-04-04T07:12:26Z | <b>Stanford CS230: Deep Learning </b><br/><br/>lectures : <a href="https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb" rel="noopener" target="_blank">https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb</a><br/><br/><a href="https://www.youtube.com/watch?v=PySo_6S4ZAg&list=... | other | 2 |
ai_machinelearning_big_data | [
1261
] | 1 | 2019-04-04T09:22:07Z | 2019-04-04T09:22:07Z | <b>Build XGBoost / LightGBM models on large datasets — what are the possible solutions?</b><br/><a href="https://towardsdatascience.com/build-xgboost-lightgbm-models-on-large-datasets-what-are-the-possible-solutions-bf882da2c27d" rel="noopener" target="_blank">https://towardsdatascience.com/build-xgboost-lightgbm-model... | other | 2 |
ai_machinelearning_big_data | [
1263,
1264
] | 2 | 2019-04-05T06:10:48Z | 2019-04-05T06:10:50Z | <b>A Gentle Introduction to Channels First and Channels Last Image Formats for Deep Learning</b><br/><a href="https://machinelearningmastery.com/a-gentle-introduction-to-channels-first-and-channels-last-image-formats-for-deep-learning/" rel="noopener" target="_blank">https://machinelearningmastery.com/a-gentle-introduc... | other | 2 |
ai_machinelearning_big_data | [
1266,
1267
] | 2 | 2019-04-06T06:37:33Z | 2019-04-06T06:37:35Z | <b>Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 19 – Bias in AI</b><br/><a href="https://www.youtube.com/watch?v=XR8YSRcuVLE" rel="noopener" target="_blank">https://www.youtube.com/watch?v=XR8YSRcuVLE</a>
<b>A Visual Exploration of Gaussian Processes</b><br/><br/><a href="https://distill.pub/2019/vi... | tldr | 2 |
ai_machinelearning_big_data | [
1268
] | 1 | 2019-04-07T06:21:58Z | 2019-04-07T06:21:58Z | <b>Deep Reinforcement Learning with TensorFlow 2.0</b><br/><br/><a href="http://inoryy.com/post/tensorflow2-deep-reinforcement-learning/" rel="noopener" target="_blank">http://inoryy.com/post/tensorflow2-deep-reinforcement-learning/</a> | tldr | 2 |
ai_machinelearning_big_data | [
1269,
1270
] | 2 | 2019-04-08T06:00:12Z | 2019-04-08T06:00:14Z | <b>Introduction to Tensorflow 2.0 | Tensorflow 2.0 Features and Changes</b><br/><a href="https://www.youtube.com/watch?v=3O-5DuqKaRo" rel="noopener" target="_blank">https://www.youtube.com/watch?v=3O-5DuqKaRo</a>
<b>How to Load and Visualize Standard Computer Vision Datasets With Keras</b><br/><a href="https://machine... | other | 2 |
ai_machinelearning_big_data | [
1271,
1272
] | 2 | 2019-04-09T05:55:39Z | 2019-04-09T05:55:50Z | <b>How to Get Started With Deep Learning for Computer Vision (7-Day Mini-Course)</b><br/><br/><a href="https://machinelearningmastery.com/how-to-get-started-with-deep-learning-for-computer-vision-7-day-mini-course/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-get-started-with-deep-learning-... | other | 2 |
ai_machinelearning_big_data | [
1273
] | 1 | 2019-04-09T19:04:13Z | 2019-04-09T19:04:13Z | <b>Make Money with Tensorflow 2.0</b><br/><br/><a href="https://www.youtube.com/watch?v=WS9Nckd2kq0" rel="noopener" target="_blank">https://www.youtube.com/watch?v=WS9Nckd2kq0</a> | other | 1 |
ai_machinelearning_big_data | [
1274,
1275
] | 2 | 2019-04-10T05:51:14Z | 2019-04-10T05:51:32Z | <b>Recurrent Neural Networks in Python</b><br/><a href="https://www.youtube.com/watch?v=kZPRyeiaBnc" rel="noopener" target="_blank">https://www.youtube.com/watch?v=kZPRyeiaBnc</a>
<b>How to Load Large Datasets From Directories for Deep Learning with Keras</b><br/><a href="https://machinelearningmastery.com/how-to-load... | other | 2 |
ai_machinelearning_big_data | [
1276,
1277
] | 2 | 2019-04-11T06:07:02Z | 2019-04-11T06:08:04Z | <b>Hyperbolic Image Embeddings</b><br/><a href="https://github.com/KhrulkovV/hyperbolic-image-embeddings" rel="noopener" target="_blank">https://github.com/KhrulkovV/hyperbolic-image-embeddings</a>
<b>Review: Residual Attention Network — Attention-Aware Features (Image Classification)</b><br/><a href="https://towardsd... | tldr | 2 |
ai_machinelearning_big_data | [
1278
] | 1 | 2019-04-12T08:12:46Z | 2019-04-12T08:12:46Z | <b>How to Configure Image Data Augmentation When Training Deep Learning Neural Networks</b><br/><a href="https://machinelearningmastery.com/how-to-configure-image-data-augmentation-when-training-deep-learning-neural-networks/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-configure-image-data... | other | 2 |
ai_machinelearning_big_data | [
1279
] | 1 | 2019-04-13T11:05:52Z | 2019-04-13T11:05:52Z | <b>Gentle Dive into Math Behind Convolutional Neural Networks</b><br/><br/><a href="https://towardsdatascience.com/gentle-dive-into-math-behind-convolutional-neural-networks-79a07dd44cf9" rel="noopener" target="_blank">https://towardsdatascience.com/gentle-dive-into-math-behind-convolutional-neural-networks-79a07dd44cf... | tldr | 2 |
ai_machinelearning_big_data | [
1280
] | 1 | 2019-04-14T20:32:57Z | 2019-04-14T20:32:57Z | <b>How to Use Test-Time Augmentation to Improve Model Performance for Image Classification</b><br/><a href="https://machinelearningmastery.com/how-to-use-test-time-augmentation-to-improve-model-performance-for-image-classification/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-use-test-time-... | other | 2 |
ai_machinelearning_big_data | [
1281,
1282
] | 2 | 2019-04-15T14:10:14Z | 2019-04-15T14:10:40Z | <b>Основы Natural Language Processing для текста</b><br/><a href="https://habr.com/ru/company/Voximplant/blog/446738/" rel="noopener" target="_blank">https://habr.com/ru/company/Voximplant/blog/446738/</a>
<b>Week 8 (part c) CS294-158 Deep Unsupervised Learning (4/3/19) -- Ilya Sutskever</b><br/><a href="https://www.y... | other | 2 |
ai_machinelearning_big_data | [
1283
] | 1 | 2019-04-16T14:26:31Z | 2019-04-16T14:26:31Z | <a href="https://m.youtube.com/watch?v=8ypnLjwpzK8" rel="noopener" target="_blank">https://m.youtube.com/watch?v=8ypnLjwpzK8</a> | other | 2 |
ai_machinelearning_big_data | [
1285
] | 1 | 2019-04-18T15:38:21Z | 2019-04-18T15:38:21Z | <b>YoloV3 Implemented in TensorFlow 2.0</b><br/><br/><a href="https://github.com/zzh8829/yolov3-tf2" rel="noopener" target="_blank">https://github.com/zzh8829/yolov3-tf2</a> | tldr | 2 |
ai_machinelearning_big_data | [
1286
] | 1 | 2019-04-19T13:04:37Z | 2019-04-19T13:04:37Z | <b>MorphNet: Towards Faster and Smaller Neural Networks</b><br/><a href="http://ai.googleblog.com/2019/04/morphnet-towards-faster-and-smaller.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/04/morphnet-towards-faster-and-smaller.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1287
] | 1 | 2019-04-20T12:09:46Z | 2019-04-20T12:09:46Z | <b>How I used Python to analyze Game of Thrones</b><br/><a href="https://medium.freecodecamp.org/how-i-used-python-to-analyze-game-of-thrones-503a96028ce6" rel="noopener" target="_blank">https://medium.freecodecamp.org/how-i-used-python-to-analyze-game-of-thrones-503a96028ce6</a> | other | 2 |
ai_machinelearning_big_data | [
1288
] | 1 | 2019-04-21T10:54:33Z | 2019-04-21T10:54:33Z | <b>Mini Course in Deep Learning with PyTorch for AIMS</b><br/><a href="https://github.com/Atcold/pytorch-Deep-Learning-Minicourse" rel="noopener" target="_blank">https://github.com/Atcold/pytorch-Deep-Learning-Minicourse</a> | other | 1 |
ai_machinelearning_big_data | [
1291
] | 1 | 2019-04-22T11:42:06Z | 2019-04-22T11:42:06Z | <b>A Gentle Introduction to Pooling Layers for Convolutional Neural Networks</b><br/><a href="https://machinelearningmastery.com/pooling-layers-for-convolutional-neural-networks/" rel="noopener" target="_blank">https://machinelearningmastery.com/pooling-layers-for-convolutional-neural-networks/</a> | other | 2 |
ai_machinelearning_big_data | [
1293,
1294
] | 2 | 2019-04-23T10:59:09Z | 2019-04-23T10:59:11Z | <b>SpecAugment: A New Data Augmentation Method for Automatic Speech Recognition</b><br/><a href="http://ai.googleblog.com/2019/04/specaugment-new-data-augmentation.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/04/specaugment-new-data-augmentation.html</a>
<b>10 Practical Tips for the Successful Ad... | other | 2 |
ai_machinelearning_big_data | [
1295
] | 1 | 2019-04-24T08:53:25Z | 2019-04-24T08:53:25Z | <b>Architectural Innovations in Convolutional Neural Networks for Image Classification</b><br/><br/><a href="https://machinelearningmastery.com/review-of-architectural-innovations-for-convolutional-neural-networks-for-image-classification/" rel="noopener" target="_blank">https://machinelearningmastery.com/review-of-arc... | tldr | 2 |
ai_machinelearning_big_data | [
1296,
1297,
1298
] | 3 | 2019-04-25T09:10:37Z | 2019-04-25T09:10:44Z | <b>Увеличение видео 1080P до 4К, или Как я научился не волноваться и полюбил апскейл с помощью нейросетей</b><br/><br/><a href="https://habr.com/ru/post/446032/" rel="noopener" target="_blank">https://habr.com/ru/post/446032/</a>
<b>Evaluating the Unsupervised Learning of Disentangled Representations</b><br/><br/><br/... | other | 2 |
ai_machinelearning_big_data | [
1299,
1300
] | 2 | 2019-04-26T06:21:29Z | 2019-04-26T06:21:32Z | <b>MuseNet deep neural network that can generate 4-minute musical compositions with 10 different instruments</b><br/><br/><a href="https://openai.com/blog/musenet/" rel="noopener" target="_blank">https://openai.com/blog/musenet/</a>
<a href="http://fast.ai/" rel="noopener" target="_blank"><b>fast.ai</b></a><b> Embraci... | other | 2 |
ai_machinelearning_big_data | [
1301
] | 1 | 2019-04-27T05:54:53Z | 2019-04-27T05:54:53Z | <b>How to Implement VGG, Inception and ResNet Modules for Convolutional Neural Networks from Scratch</b><br/><br/><a href="https://machinelearningmastery.com/how-to-implement-major-architecture-innovations-for-convolutional-neural-networks/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-imple... | other | 1 |
ai_machinelearning_big_data | [
1302
] | 1 | 2019-04-28T04:21:11Z | 2019-04-28T04:21:11Z | <b>How to Start Competing on Kaggle</b><br/><a href="https://towardsdatascience.com/how-to-begin-competing-on-kaggle-bd9b5f32dbbc" rel="noopener" target="_blank">https://towardsdatascience.com/how-to-begin-competing-on-kaggle-bd9b5f32dbbc</a> | other | 2 |
ai_machinelearning_big_data | [
1303,
1304
] | 2 | 2019-04-29T05:40:59Z | 2019-04-29T05:41:01Z | <b>A pytorch-toolbelt is a Python library with a set of bells and whistles for PyTorch for fast R&D prototyping and Kaggle farming</b><br/><br/><a href="https://github.com/BloodAxe/pytorch-toolbelt" rel="noopener" target="_blank">https://github.com/BloodAxe/pytorch-toolbelt</a>
<b>A Gentle Introduction to 1×1 Conv... | other | 2 |
ai_machinelearning_big_data | [
1305
] | 1 | 2019-04-29T20:27:24Z | 2019-04-29T20:27:24Z | <b>Announcing the 6th Fine-Grained Visual Categorization Workshop</b><br/><br/><a href="http://ai.googleblog.com/2019/04/announcing-6th-fine-grained-visual.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/04/announcing-6th-fine-grained-visual.html</a> | other | 2 |
ai_machinelearning_big_data | [
1306,
1307
] | 2 | 2019-04-30T06:23:46Z | 2019-04-30T06:23:48Z | <b>Создаем с нуля собственную нейронную сеть на Python</b><br/><a href="https://habr.com/ru/company/mailru/blog/449416/" rel="noopener" target="_blank">https://habr.com/ru/company/mailru/blog/449416/</a>
<b>Deep Learning Lecture </b><br/><a href="https://www.youtube.com/watch?v=FQw2l0AJ2iw" rel="noopener" target="_bla... | other | 2 |
ai_machinelearning_big_data | [
1309,
1310
] | 2 | 2019-05-01T06:16:50Z | 2019-05-01T06:16:52Z | <b>Automating Optimization of Quantized Deep Learning Models on CUDA</b><br/><a href="https://tvm.ai/2019/04/29/opt-cuda-quantized.html" rel="noopener" target="_blank">https://tvm.ai/2019/04/29/opt-cuda-quantized.html</a>
<b>A Gentle Introduction to the ImageNet Large Scale Visual Recognition Challenge (ILSVRC)</b><br... | tldr | 2 |
ai_machinelearning_big_data | [
1311,
1312,
1313
] | 3 | 2019-05-02T07:03:17Z | 2019-05-02T07:03:24Z | <b>Пошаговое руководство по созданию голосового помощника с Python</b><br/><a href="https://habr.com/ru/post/450224/" rel="noopener" target="_blank">https://habr.com/ru/post/450224/</a>
<b>Real-Time Patch-Based Stylization of Portraits</b><br/>Using Generative Adversarial Network<br/><a href="http://dcgi.fel.cvut.cz/h... | other | 2 |
ai_machinelearning_big_data | [
1314
] | 1 | 2019-05-03T05:56:48Z | 2019-05-03T05:56:48Z | <b>BoTorch is a library for Bayesian Optimization built on PyTorch.</b><br/>Facebook open-sources Ax and BoTorch to simplify AI model optimization<br/><br/>github: <a href="https://github.com/pytorch/botorch" rel="noopener" target="_blank">https://github.com/pytorch/botorch</a><br/><br/>description: <a href="https://te... | other | 1 |
ai_machinelearning_big_data | [
1315,
1316
] | 2 | 2019-05-04T05:21:56Z | 2019-05-04T05:24:54Z | <b>Announcing Google-Landmarks-v2: An Improved Dataset for Landmark Recognition & Retrieval</b><br/><br/><a href="http://ai.googleblog.com/2019/05/announcing-google-landmarks-v2-improved.html" rel="noopener" target="_blank">http://ai.googleblog.com/2019/05/announcing-google-landmarks-v2-improved.html</a>
<b>Best P... | other | 2 |
ai_machinelearning_big_data | [
1317
] | 1 | 2019-05-05T04:29:35Z | 2019-05-05T04:29:35Z | <b>Reinforcement Learning, Fast and Slow</b><br/><a href="https://www.cell.com/trends/cognitive-sciences/fulltext/S1364-6613(19)30061-0" rel="noopener" target="_blank">https://www.cell.com/trends/cognitive-sciences/fulltext/S1364-6613(19)30061-0</a> | other | 1 |
ai_machinelearning_big_data | [
1318,
1319
] | 2 | 2019-05-06T05:56:35Z | 2019-05-06T05:57:13Z | <b>Billion-scale semi-supervised learning for image classification" </b><br/>Weakly-supervised pre-training + semi-supervised pre-training + distillation + transfer/fine-tuning =81.2% twith ResNet-50, 84.8% with ResNeXt-101-32x16, top-1 accuracy on ImageNet.<br/><br/>article: <a href="https://arxiv.org/abs/1905.00546" ... | other | 2 |
ai_machinelearning_big_data | [
1320,
1321,
1322
] | 3 | 2019-05-07T05:57:44Z | 2019-05-07T05:57:51Z | <b>Огромный открытый датасет русской речи</b><br/><a href="https://habr.com/ru/post/450760/" rel="noopener" target="_blank">https://habr.com/ru/post/450760/</a>
<b>Github Autocompletion with Machine Learning</b><br/><a href="https://towardsdatascience.com/github-autocompletion-with-machine-learning-a833cb90983e" rel="... | other | 2 |
ai_machinelearning_big_data | [
1323
] | 1 | 2019-05-08T04:57:00Z | 2019-05-08T04:57:00Z | <b>How to Develop a Convolutional Neural Network From Scratch for MNIST Handwritten Digit Classification</b><br/><a href="https://machinelearningmastery.com/blog/" rel="noopener" target="_blank">https://machinelearningmastery.com/blog/</a> | other | 2 |
ai_machinelearning_big_data | [
1324,
1325,
1326
] | 3 | 2019-05-09T07:32:44Z | 2019-05-09T07:32:48Z | <b>Искусственный интеллект на примере простой игры. Часть 2</b><br/><a href="https://habr.com/ru/post/451070/" rel="noopener" target="_blank">https://habr.com/ru/post/451070/</a>
<b>Announcing Open Images V5 and the ICCV 2019 Open Images Challenge</b><br/><a href="http://ai.googleblog.com/2019/05/announcing-open-image... | other | 2 |
ai_machinelearning_big_data | [
1327,
1328
] | 2 | 2019-05-10T05:00:03Z | 2019-05-10T05:00:04Z | <b>Digging Into Self-Supervised Monocular Depth Estimation</b><br/><br/>Article.: <a href="https://arxiv.org/abs/1806.01260" rel="noopener" target="_blank">https://arxiv.org/abs/1806.01260</a><br/><br/>Github: <a href="https://github.com/nianticlabs/monodepth2" rel="noopener" target="_blank">https://github.com/nianticl... | other | 2 |
ai_machinelearning_big_data | [
1330,
1331
] | 2 | 2019-05-11T05:03:35Z | 2019-05-11T05:03:36Z | <b>ICLR2019 Best Paper</b><br/><br/>"The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" <br/><br/>Jonathan Frankle, Michael Carbin: <a href="https://arxiv.org/abs/1803.03635" rel="noopener" target="_blank">https://arxiv.org/abs/1803.03635</a>
<b>Introducing TensorFlow Graphics: Computer Graphics... | other | 2 |
ai_machinelearning_big_data | [
1332
] | 1 | 2019-05-12T04:41:44Z | 2019-05-12T04:41:44Z | <b>PyTorch implementation of the Leap Meta-Learner</b><br/><br/><b>Article</b>: <a href="https://arxiv.org/abs/1812.01054" rel="noopener" target="_blank">https://arxiv.org/abs/1812.01054</a><br/><br/><b>GitHub</b>: <a href="https://github.com/amzn/metalearn-leap" rel="noopener" target="_blank">https://github.com/amzn/m... | tldr | 2 |
ai_machinelearning_big_data | [
1333
] | 1 | 2019-05-13T06:18:05Z | 2019-05-13T06:18:05Z | <b>How to Develop a Convolutional Neural Network From Scratch for CIFAR-10 Photo Classification</b><br/><br/><a href="https://machinelearningmastery.com/how-to-develop-a-cnn-from-scratch-for-cifar-10-photo-classification/" rel="noopener" target="_blank">https://machinelearningmastery.com/how-to-develop-a-cnn-from-scrat... | tldr | 2 |
ai_machinelearning_big_data | [
1334
] | 1 | 2019-05-14T07:07:57Z | 2019-05-14T07:07:57Z | <b>Unified Language Model Pre-training for Natural Language Understanding and Generation</b><br/>Articel.: <a href="https://arxiv.org/abs/1905.03197v1" rel="noopener" target="_blank">https://arxiv.org/abs/1905.03197v1</a> | tldr | 2 |
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