datafireball

datafireball's Stars

• alesaccoia/VoiceStreamAI

  Near-Realtime audio transcription using self-hosted Whisper and WebSocket in Python/JS

  Language:Python64890

• davabase/whisper_real_time

  Real time transcription with OpenAI Whisper.

  Language:Python2.3k381

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  28.2k1.5k

• alirezadir/Machine-Learning-Interviews

  This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

  Language:Jupyter Notebook4.3k772

• williamleif/GraphSAGE

  Representation learning on large graphs using stochastic graph convolutions.

  Language:Python3.4k842

• bfortuner/ml-glossary

  Machine learning glossary

  Language:Python3k721

• chongminggao/KuaiRand

  An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos

  Language:HTML686

• thuml/Anomaly-Transformer

  About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

  Language:Python715186

• hkproj/pytorch-paligemma

  Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation: https://www.youtube.com/watch?v=vAmKB7iPkWw

  Language:Python22338

• pytorch/torchrec

  Pytorch domain library for recommendation systems

  Language:Python1.9k406

• mosaicml/streaming

  A Data Streaming Library for Efficient Neural Network Training

  Language:Python1.1k136

• NVIDIA-Merlin/models

  Merlin Models is a collection of deep learning recommender system model reference implementations

  Language:Python25750

• gauravchak/user_preference_modeling

  Multiple ways to model user preference in recommender systems

  Language:Python132

• teexone/recsys-movielens100k

  Recommendation System with MovieLens 100K

  Language:Jupyter Notebook21

• pytorch/FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

  Language:C++1.2k474

• facebookresearch/StarSpace

  Learning embeddings for classification, retrieval and ranking.

  Language:C++3.9k527

• antvis/G6

  ♾ A Graph Visualization Framework in JavaScript.

  Language:TypeScript11k1.3k

• AltimateAI/vscode-dbt-power-user

  This extension makes vscode seamlessly work with dbt™: Auto-complete, preview, column lineage, AI docs generation, health checks, cost estimation etc

  Language:JavaScript44185

• pytorch/serve

  Serve, optimize and scale PyTorch models in production

  Language:Java4.2k837

• hacksider/Deep-Live-Cam

  real time face swap and one-click video deepfake with only a single image

  Language:Python34.9k4.9k

• facebookresearch/dlrm

  An implementation of a deep learning recommendation model (DLRM)

  Language:Python3.7k825

• StanfordLegion/legion

  The Legion Parallel Programming System

  Language:C++670146

• google-research/simclr

  SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

  Language:Jupyter Notebook4k624

• wzhe06/Ad-papers

  Papers on Computational Advertising

  Language:Python4.2k1.2k

• cybertronai/gradient-checkpointing

  Make huge neural nets fit in memory

  Language:Python2.7k270

• chiphuyen/dmls-book

  Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

  2.2k313

• z-x-yang/Segment-and-Track-Anything

  An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

  Language:Jupyter Notebook2.8k334

• pragunbhutani/dbt-llm-tools

  RAG based LLM chatbot for dbt projects

  Language:Python5814

• InternLM/MindSearch

  🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

  Language:Python4.5k451

• Yangfan-Jiang/Federated-Learning-with-Differential-Privacy

  Implementation of dp-based federated learning framework using PyTorch

  Language:Python27453