gangmei

gangmei's Stars

• ossu/computer-science

  🎓 Path to a free self-taught education in Computer Science!

  174k5.8k64522k

• 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:Python57.8k4611335.9k

• TeamNewPipe/NewPipe

  A libre lightweight streaming front-end for Android.

  Language:Java32.2k6069.2k3.1k

• huggingface/text-generation-inference

  Large Language Model Text Generation Inference

  Language:Python9.6k1051.4k1.1k

• karpathy/minbpe

  Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

  Language:Python9.3k8538878

• FlagOpen/FlagEmbedding

  Retrieval and Retrieval-augmented LLMs

  Language:Python8.2k511.1k597

• mosaicml/composer

  Supercharge Your Model Training

  Language:Python5.2k49552430

• ashleve/lightning-hydra-template

  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

  Language:Python4.4k29247664

• shenweichen/DeepCTR-Torch

  【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

  Language:Python3.1k44141711

• state-spaces/s4

  Structured state space sequence models

  Language:Jupyter Notebook2.5k53139302

• facebookresearch/blt

  Code for BLT research paper

  Language:Python1.3k19989

• automl/TabPFN

  Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

  Language:Python1.3k1683114

• AnswerDotAI/ModernBERT

  Bringing BERT into modernity via both architecture changes and scaling

  Language:Python961225555

• georgian-io/Multimodal-Toolkit

  Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

  Language:Python598255787

• LeoGrin/tabular-benchmark

  Language:Python46372262

• chuanconggao/PrefixSpan-py

  The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

  Language:Python415123692

• yandex-research/tabular-dl-tabr

  The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

  Language:Python27441428

• kathrinse/TabSurvey

  Experiments on Tabular Data Models

  Language:Python27181561

• staoxiao/RetroMAE

  Codebase for RetroMAE and beyond.

  Language:Python24683119

• yandex-research/rtdl-revisiting-models

  (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

  Language:Python23124148

• automl/TransformersCanDoBayesianInference

  Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper

  Language:Python19615325

• RyanWangZf/transtab

  NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

  Language:Python18362125

• HazyResearch/hippo-code

  Language:Python171201131

• CASE-Lab-UMD/LLM-Drop

  The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".

  Language:Python15641317

• naszilla/tabzilla

  Language:HTML12897427

• yumeng5/TopClus

  [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations

  Language:Python872610

• ltgoslo/gpt-bert

  Official implementation of "GPT or BERT: why not both?"

  Language:Python431301

• yueyu1030/actune

  [NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Language Models'.

  Language:Python14113

• yulun-rayn/TabularPrediction

  A repository hosting popular tabular prediction baselines.

  Language:Jupyter Notebook2100

• galenwilkerson/Flash-Attention-Tutorial

  Language:Jupyter Notebook1100