tpulkit

tpulkit's Stars

• langchain-ai/opengpts

  Language:Rich Text Format6.5k863

• Paperspace/ml-in-a-box

  Machine learning tool-set for Paperspace VMs

  Language:Shell5626

• npiv/chatblade

  A CLI Swiss Army Knife for ChatGPT

  Language:Python2.6k92

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python35.5k4.1k

• noveens/distill_cf

  [ NeurIPS '22 ] Data distillation for recommender systems. Shows equivalent performance with 2-3 orders less data.

  Language:Python222

• noveens/infinite_ae_cf

  [ NeurIPS '22 ] ∞-AE model's implementation in JAX. Kernel-only method outperforms complicated SoTA models with a closed-form solution and a single hyper-parameter.

  Language:Python527

• pytest-visual/pytest-visual

  A visual testing framework for ML with automated change detection

  Language:Python171

• instill-ai/instill-core

  🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

  Language:Makefile2.1k107

• btaba/sinkhorn_knopp

  python implementation of Sinkhorn-Knopp

  Language:Python338

• google/snappy

  A fast compressor/decompressor

  Language:C++6.2k981

• JarekDuda/AsymmetricNumeralSystemsToolkit

  Testing various methods for choosing tANS entropy coding automata

  Language:C++7118

• rygorous/ryg_rans

  Simple rANS encoder/decoder (arithmetic coding-ish entropy coder).

  Language:C++31644

• NVIDIA-Merlin/Transformers4Rec

  Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

  Language:Python1.1k148

• NVIDIA/cuCollections

  Language:C++48588

• geekan/MetaGPT

  🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

  Language:Python45.3k5.4k

• facebookresearch/MetaCLIP

  ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering

  Language:Python1.3k54

• facebookresearch/faiss

  A library for efficient similarity search and clustering of dense vectors.

  Language:C++31.4k3.6k

• h2oai/h2ogpt

  Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

  Language:Python11.4k1.2k

• rapidsai/cuml

  cuML - RAPIDS Machine Learning Library

  Language:C++4.2k532

• omron-sinicx/neural-astar

  Official implementation of "Path Planning using Neural A* Search" (ICML-21)

  Language:Jupyter Notebook23657

• NVIDIA/nccl

  Optimized primitives for collective multi-GPU communication

  Language:C++3.3k825

• karpathy/llama2.c

  Inference Llama 2 in one file of pure C

  Language:C17.5k2.1k

• trholding/llama2.c

  Llama 2 Everywhere (L2E)

  Language:C1.5k42

• rom1504/img2dataset

  Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

  Language:Python3.7k338

• dmlc/xgboost

  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

  Language:C++26.3k8.7k

• webdataset/webdataset

  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

  Language:Python2.3k189

• HaohanWang/HFC

  Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

  Language:Python23728

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python30.5k6.4k

• OpenNMT/OpenNMT-py

  Open Source Neural Machine Translation and (Large) Language Models in PyTorch

  Language:Python6.8k2.3k

• zmtomorrow/NeLLoC

  Language:Jupyter Notebook12