clott3

clott3's Stars

• pycalphad/pycalphad

  CALPHAD tools for designing thermodynamic models, calculating phase diagrams and investigating phase equilibria.

  Language:Python304111

• mattmcdermott/novel-materials-screening

  Screening the Materials Project for novel materials to be synthesized by the autonomous laboratory (A-Lab).

  Language:Jupyter Notebook403

• snel-repo/neural-data-transformers

  Language:Python7220

• EleutherAI/pythia

  The hub for EleutherAI's work on interpretability and learning dynamics

  Language:Jupyter Notebook2.3k176

• karpathy/nanoGPT

  The simplest, fastest repository for training/finetuning medium-sized GPTs.

  Language:Python38.3k6.2k

• txie-93/cdvae

  An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]

  Language:Python255100

• ysymyth/ec-nl

  [ICLR 2022] Linking Emergent and Natural Languages via Corpus Transfer

  Language:Python306

• danielchyeh/ImageNet-100-Pytorch

  (Pytorch) Training ResNets on ImageNet-100 data

  Language:Python534

• bmsookim/wide-resnet.pytorch

  Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch

  Language:Python463129

• RayRuizhiLiao/joint_chestxray

  Joint learning of chest radiographs and radiology reports

  Language:Python218

• microsoft/LoRA

  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

  Language:Python11k698

• facebookresearch/vissl

  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

  Language:Jupyter Notebook3.3k334

• giannifranchi/LP_BNN

  This repository contains an official implementation of LPBNN.

  Language:Python396

• bethgelab/stylize-datasets

  A script that applies the AdaIN style transfer method to arbitrary datasets

  Language:Python15637

• rgeirhos/Stylized-ImageNet

  Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

  Language:Python50864

• AnanyaKumar/transfer_learning

  Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratch, and testing them on a variety of datasets (transfer learning)

  Language:Jupyter Notebook14713

• philipjackson/style-augmentation

  PyTorch implementation of neural style randomization for data augmentation

  Language:Python11517

• facebookresearch/dino

  PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

  Language:Python6.5k924

• alexrame/mixmo-pytorch

  Official Pytorch implementation of MixMo framework

  Language:Python8416

• fadel/pytorch_ema

  Tiny PyTorch library for maintaining a moving average of a collection of parameters.

  Language:Python41426

• gpleiss/temperature_scaling

  A simple way to calibrate your neural network.

  Language:Python1.1k161

• facebookresearch/suncet

  Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803

  Language:Python48767

• JavierAntoran/Bayesian-Neural-Networks

  Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

  Language:Jupyter Notebook1.9k304

• IntelLabs/bayesian-torch

  A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

  Language:Python55874

• rdangovs/essl

  Language:Python442

• TorchSSL/TorchSSL

  A PyTorch-based library for semi-supervised learning (NeurIPS'21)

  Language:Python1.3k187

• libffcv/ffcv

  FFCV: Fast Forward Computer Vision (and other ML workloads!)

  Language:Python2.9k179

• alextamkin/viewmaker

  Language:Python3711

• HobbitLong/PyContrast

  PyTorch implementation of Contrastive Learning methods

  Language:Python1.9k185

• kekmodel/FixMatch-pytorch

  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

  Language:Python765171