Akhilez

Akhilez's Stars

• higgsfield/RL-Adventure

  Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

  Language:Jupyter Notebook3k590

• HumanSignal/label-studio

  Label Studio is a multi-type data labeling and annotation tool with standardized output format

  Language:JavaScript19k2.4k

• viblo/pymunk

  Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python

  Language:Python930190

• openai/gym

  A toolkit for developing and comparing reinforcement learning algorithms.

  Language:Python34.7k8.6k

• danijar/crafter-baselines

  Docker containers of baseline agents for the Crafter environment

  Language:Python283

• danijar/crafter

  Benchmarking the Spectrum of Agent Capabilities

  Language:Python38165

• vibrationtoolbox/vibration_toolbox

  Educational Vibration programs. Intended for undergraduate and early graduate students.

  Language:Python10645

• facebookresearch/xformers

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

  Language:Python8.6k610

• facebookresearch/hydra

  Hydra is a framework for elegantly configuring complex applications

  Language:Python8.8k629

• uc-cdis/covid19-tools

  Language:HTML34

• DuaneNielsen/lightning_demo

  pytorch lightning demo

  Language:Python1

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python21.3k3.6k

• with-heart/with-heart.xyz

  My personal weblog

  Language:TypeScript1

• asteroid-team/torch-audiomentations

  Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

  Language:Python94887

• iver56/audiomentations

  A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

  Language:Python1.9k189

• aqlaboratory/openfold

  Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

  Language:Python2.8k535

• denfed/wave-spec-fusion

  Code for the submitted 2021 DCASE Workshop paper: "Waveforms and Spectrograms: Enhancing Acoustic Scene Classification Using Multimodal Feature Fusion"

  Language:Python121

• Jarvis73/Moving-Least-Squares

  Numpy & PyTorch implementation of three algorithms of image deformation using moving least squares. http://dl.acm.org/citation.cfm?doid=1179352.1141920

  Language:Python34771

• PooneetThaper/ImageDeformation

  Basic Implementation of Image Deformation using Moving Least Squares, Schaefer et. al.

  Language:Python132

• gordicaleksa/get-started-with-JAX

  The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

  Language:Jupyter Notebook65397

• xiamenwcy/IrisParseNet

  [TIFS 2020]Towards Complete and Accurate Iris Segmentation Using Deep Multi-Task Attention Network for Non-Cooperative Iris Recognition

  Language:C++10543

• google-deepmind/xmanager

  A platform for managing machine learning experiments

  Language:Python81645

• facebookresearch/minihack

  MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

  Language:Python47556

• karims/awesome-ml-survey-papers

  List of curated survey papers in machine/deep learning

  7

• imbue-ai/jupyter_ascending

  Ascend your Jupyter Notebook usage

  Language:Python42526

• imbue-ai/self_supervised

  A Pytorch-Lightning implementation of self-supervised algorithms

  Language:Python53552

• rafaelpadilla/review_object_detection_metrics

  Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

  Language:Python1.1k215

• aladdinpersson/Machine-Learning-Collection

  A resource for learning about Machine learning & Deep Learning

  Language:Python7.6k2.7k

• abhishekkrthakur/tez

  Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

  Language:Python1.2k145

• Kulbear/deep-learning-coursera

  Deep Learning Specialization by Andrew Ng on Coursera.

  Language:Jupyter Notebook7.5k5.5k