Alexander Soare's repositories
framework-agnostic-vqe-tutorial
A brief introduction to VQE with framework agnostic code
consistency_policy
Distilling Diffusion Policy into consistency models
torchvision_feature_extraction_walkthrough
Walkthrough code for YouTube video https://www.youtube.com/watch?v=QRQBTkCLpFY
huggingface_hub
The official Python client for the Huggingface Hub.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
CBIR
🏞 A content-based image retrieval (CBIR) system
CohortProject_2020
Open collaboration of the Quantum Bootcamp 2020
deepmind_rl2021_notebooks
My own Python notebooks to accompany DeepMind's 2021 Reinforcement Learning Lecture Series
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
gym-pusht
A gym environment for PushT
gym-xarm
A gym environment for xArm
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
lerobot
🤗 LeRobot: State-of-the-art Machine Learning for Real-World Robotics in Pytorch
mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
scipy
SciPy library main repository
UnseenObjectClustering
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation
vision
Datasets, Transforms and Models specific to Computer Vision
Weighted-Boxes-Fusion
Set of methods to ensemble boxes from object detection models, including implementation of "Weighted boxes fusion (WBF)" method.