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Learn how to design, develop, deploy and iterate on production-grade ML applications.
A game theoretic approach to explain the output of any machine learning model.
A guidance language for controlling large language models.
Instruct-tune LLaMA on consumer hardware
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
A multi-voice TTS system trained with an emphasis on quality
This repository contains demos I made with the Transformers library by HuggingFace.
LAVIS - A One-stop Library for Language-Vision Intelligence
A collection of pre-trained, state-of-the-art models in the ONNX format
LLM-powered multiagent persona simulation for imagination enhancement and business insights.
A course in reinforcement learning in the wild
COCO API - Dataset @ http://cocodataset.org/
The Udacity open source self-driving car project
A scikit-learn compatible neural network library that wraps PyTorch
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Repo for the Deep Reinforcement Learning Nanodegree program
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
Repo for the Deep Learning Nanodegree Foundations program.
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
Massively parallel rigidbody physics simulation on accelerator hardware.
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
The Open Source Memory Layer For Autonomous Agents
MTCNN face detection implementation for TensorFlow, as a PIP package.