deep-learning

Code for FLAVR: A fast and efficient frame interpolation technique.

Train high-quality text-to-image diffusion models in a data & compute efficient manner

Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.

YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.

:red_car: the collection of vehicle re-ID papers, datasets. :red_car:

an implementation of softmax splatting for differentiable forward warping using PyTorch

Open source, local, and self-hosted highly optimized language inference server supporting ASR/STT, TTS, and LLM across WebRTC, REST, and WS

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

pytorch version of neural collaborative filtering

A roadmap for getting started with Machine Learning

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

Framework and Language for Neurosymbolic Programming.

[ECCV 2022 Oral] Perspective Transformer on 3D Lane Detection

Python library to run Kinect Azure DK SDK functions

Learning Implicit Surfaces from Point Clouds (ECCV 2020)

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)

Comprehensive ML/AI interview codex with iterative system design, production-ready code, and 2026 standards. Includes LLM/GenAI, RAG systems, agentic AI, and algorithms from scratch.

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

An implementation of local windowed attention for language modeling

Tensors and differentiable operations (like TensorFlow) in Rust

Live Training for Open-source Big Models

[ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

A handbook for ML built on answers.