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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
All Algorithms implemented in Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
A modular graph-based Retrieval-Augmented Generation (RAG) system
Stable Diffusion with Core ML on Apple Silicon
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
OpenMMLab Pose Estimation Toolbox and Benchmark.
OpenMMLab's next-generation platform for general 3D object detection.
The official PyTorch implementation of Google's Gemma models
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)
nannyml: post-deployment data science in python
The official Python library for the Google Gemini API
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.
SECOND for KITTI/NuScenes object detection
Machine Learning algorithm implementations from scratch.
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
This repository contains the official implementation of the research paper, "MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training" CVPR 2024
Multi-person Human Pose Estimation with HRNet in Pytorch
This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.
Learn how to create, develop, and maintain a state-of-the-art MLOps code base
[NeurIPS Workshop 2019] Official code of the paper "Probabilistic 3D Multi-Object Tracking for Autonomous Driving." First Place of the First NuScenes Tracking Challenge in the AI Driving Olympics W…
Start building and deploying Python packages and Docker images for MLOps tasks.
Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet
