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- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 10.1-Heterogeneous & Knowledge Graph Embedding [Rfkntma6ZUI].mp4 +2 -2
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 10.3 - Knowledge Graph Completion Algorithms [Xm5VrxZYhu4].mp4 +2 -2
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 12.1-Fast Neural Subgraph Matching & Counting [lRCDpfJoMiE].mp4 +1 -1
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 15.2 - Graph RNN: Generating Realistic Graphs [xGDUYQGvRac].mp4 +2 -2
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 15.4 - Applications of Deep Graph Generation [SdBk8fMmwUU].mp4 +2 -2
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 16.1 - Limitations of Graph Neural Networks [yT5PziOXxQg].mkv +3 -0
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 2.2 - Traditional Feature-based Methods: Link [4dVwlE9jYxY].mp4 +2 -2
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 5.1 - Message passing and Node Classification [6g9vtxUmfwM].mkv +3 -0
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 6.1 - Introduction to Graph Neural Networks [F3PgltDzllc].mp4 +2 -2
- MLwG/Stanford CS224W: ML with Graphs | 2021 | Lecture 9.1 - How Expressive are Graph Neural Networks [5vMEgYbka0A].mp4 +2 -2
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 1.2 - Applications of Graph ML [aBHC6xzx9YI].mp4 +1 -1
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 11.1 - Reasoning in Knowledge Graphs [X9yl0pTP9fY].mkv +3 -0
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 13.3 - Louvain Algorithm [0zuiLBOIcsw].mp4 +2 -2
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 14.3 - The Small World Model [ZrDpzzVWwFs].mkv +3 -0
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 14.4 - Kronecker Graph Model [Xnpt8US31cQ].mp4 +2 -2
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 17.2 - GraphSAGE Neighbor Sampling [LLUxwHc7O4A].mkv +3 -0
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 19.2 - Hyperbolic Graph Embeddings [m2zoddmgvd0].mkv +3 -0
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 4.3 - Random Walk with Restarts [HbzQzUaJ_9I].mp4 +2 -2
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 6.2 - Basics of Deep Learning [tutlI9YzJ2g].mkv +3 -0
- MLwG/Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 6.3 - Deep Learning for Graphs [MH4yvtgAR-4].mp4 +2 -2
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ITPRLA/Lecture[[:space:]]9:[[:space:]]A[[:space:]]Noisy[[:space:]]Channel[[:space:]]Coding[[:space:]]Gem,[[:space:]]And[[:space:]]An[[:space:]]Introduction[[:space:]]To[[:space:]]Bayesian[[:space:]]Inference[[:space:]](I)[[:space:]]\[HrRNqb5C-b0\].mkv filter=lfs diff=lfs merge=lfs -text
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ITPRLA/Lecture[[:space:]]8:[[:space:]]Noisy[[:space:]]Channel[[:space:]]Coding[[:space:]](III):[[:space:]]The[[:space:]]Noisy-Channel[[:space:]]Coding[[:space:]]Theorem[[:space:]]\[KSV8KnF38bs\].mkv filter=lfs diff=lfs merge=lfs -text
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ITPRLA/Lecture[[:space:]]9:[[:space:]]A[[:space:]]Noisy[[:space:]]Channel[[:space:]]Coding[[:space:]]Gem,[[:space:]]And[[:space:]]An[[:space:]]Introduction[[:space:]]To[[:space:]]Bayesian[[:space:]]Inference[[:space:]](I)[[:space:]]\[HrRNqb5C-b0\].mkv filter=lfs diff=lfs merge=lfs -text
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Transformers/Stanford[[:space:]]CS25:[[:space:]]V1[[:space:]]I[[:space:]]Audio[[:space:]]Research:[[:space:]]Transformers[[:space:]]for[[:space:]]Applications[[:space:]]in[[:space:]]Audio,[[:space:]]Speech,[[:space:]]Music[[:space:]]\[wvE2n8u3drA\].mkv filter=lfs diff=lfs merge=lfs -text
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MLwG/Stanford[[:space:]]CS224W:[[:space:]]ML[[:space:]]with[[:space:]]Graphs[[:space:]]|[[:space:]]2021[[:space:]]|[[:space:]]Lecture[[:space:]]16.1[[:space:]]-[[:space:]]Limitations[[:space:]]of[[:space:]]Graph[[:space:]]Neural[[:space:]]Networks[[:space:]]\[yT5PziOXxQg\].mkv filter=lfs diff=lfs merge=lfs -text
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MLwG/Stanford[[:space:]]CS224W:[[:space:]]Machine[[:space:]]Learning[[:space:]]with[[:space:]]Graphs[[:space:]]|[[:space:]]2021[[:space:]]|[[:space:]]Lecture[[:space:]]14.3[[:space:]]-[[:space:]]The[[:space:]]Small[[:space:]]World[[:space:]]Model[[:space:]]\[ZrDpzzVWwFs\].mkv filter=lfs diff=lfs merge=lfs -text
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MLwG/Stanford[[:space:]]CS224W:[[:space:]]Machine[[:space:]]Learning[[:space:]]with[[:space:]]Graphs[[:space:]]|[[:space:]]2021[[:space:]]|[[:space:]]Lecture[[:space:]]17.2[[:space:]]-[[:space:]]GraphSAGE[[:space:]]Neighbor[[:space:]]Sampling[[:space:]]\[LLUxwHc7O4A\].mkv filter=lfs diff=lfs merge=lfs -text
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MLwG/Stanford[[:space:]]CS224W:[[:space:]]Machine[[:space:]]Learning[[:space:]]with[[:space:]]Graphs[[:space:]]|[[:space:]]2021[[:space:]]|[[:space:]]Lecture[[:space:]]19.2[[:space:]]-[[:space:]]Hyperbolic[[:space:]]Graph[[:space:]]Embeddings[[:space:]]\[m2zoddmgvd0\].mkv filter=lfs diff=lfs merge=lfs -text
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MLwG/Stanford[[:space:]]CS224W:[[:space:]]Machine[[:space:]]Learning[[:space:]]with[[:space:]]Graphs[[:space:]]|[[:space:]]2021[[:space:]]|[[:space:]]Lecture[[:space:]]6.2[[:space:]]-[[:space:]]Basics[[:space:]]of[[:space:]]Deep[[:space:]]Learning[[:space:]]\[tutlI9YzJ2g\].mkv filter=lfs diff=lfs merge=lfs -text
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