karlstratos

karlstratos's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.2k4581325.8k

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python20.6k1542663k

• karpathy/minGPT

  A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

  Language:Python20.2k257722.5k

• aFarkas/lazysizes

  High performance and SEO friendly lazy loader for images (responsive and normal), iframes and more, that detects any visibility changes triggered through user interaction, CSS or JavaScript without configuration.

  Language:JavaScript17.5k2868211.7k

• srush/GPU-Puzzles

  Solve puzzles. Learn CUDA.

  Language:Jupyter Notebook9.9k19232856

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.7k76558614

• kuangliu/pytorch-cifar

  95.47% on CIFAR10 with PyTorch

  Language:Python6k851362.1k

• arrayfire/arrayfire

  ArrayFire: a general purpose GPU library.

  Language:C++4.6k1471.7k535

• attardi/wikiextractor

  A tool for extracting plain text from Wikipedia dumps

  Language:Python3.8k74243967

• srush/LLM-Training-Puzzles

  What would you do with 1000 H100s...

  Language:Jupyter Notebook90012453

• facebookresearch/GENRE

  Autoregressive Entity Retrieval

  Language:Python7641996102

• pltrdy/rouge

  A full Python Implementation of the ROUGE Metric (not a wrapper)

  Language:Python669849100

• matsui528/faiss_tips

  Some useful tips for faiss

  Language:Shell59310546

• facebookresearch/atlas

  Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)

  Language:Python516121867

• deselaers/latex-beamerposter

  The LaTeX beamerposter package

  Language:TeX4101910159

• srush/Autodiff-Puzzles

  Language:Jupyter Notebook3906423

• elikip/bist-parser

  Graph-based and Transition-based dependency parsers based on BiLSTMs

  Language:Python27422099

• microsoft/jericho

  A learning environment for man-made Interactive Fiction games.

  Language:C261182743

• bloomberg/koan

  A word2vec negative sampling implementation with correct CBOW update.

  Language:C++26010018

• ShannonAI/CorefQA

  This repo contains the code for ACL2020 paper "Coreference Resolution as Query-based Span Prediction"

  Language:Python14071415

• JDongian/python-jamo

  Hangul syllable decomposition and synthesis using jamo.

  Language:Python10332911

• lxucs/coref-hoi

  PyTorch implementation of the end-to-end coreference resolution model with different higher-order inference methods.

  Language:Python5921319

• unsuthee/VariationalDeepSemanticHashing

  The original implementation of the models and experiments of Variational Deep Semantic Hashing paper (SIGIR 2017)

  Language:Python564415

• bohanli/vae-pretraining-encoder

  PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)

  Language:Python47417

• shuningjin/discrete-text-rep

  Language:Python25302

• oir/milk-cu

  A small GPU library for NNs. Focuses on things like recurrent, recursive nets. An attempt to unify my research code.

  Language:C++4300