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Dustin Franklin's Projects

a3c_continuous icon a3c_continuous

A continuous action space version of A3C LSTM in pytorch plus A3G design

bitsandbytes icon bitsandbytes

8-bit CUDA functions for PyTorch, modified to build on NVIDIA Jetson

cudf icon cudf

cuDF - GPU DataFrame Library

cuml icon cuml

cuML - RAPIDS Machine Learning Library

dash-draggable icon dash-draggable

Dash components for building draggable and resizable grid layouts. Based on the well-known STRML/react-grid-layout.

git icon git

Git Source Code Mirror - This is a publish-only repository and all pull requests are ignored. Please follow Documentation/SubmittingPatches procedure for any of your improvements.

homography-dlt icon homography-dlt

Normalized Direct Linear Transform (DLT) for 4-point Homography Estimation

jetbot_ros icon jetbot_ros

ROS nodes and Gazebo model for NVIDIA JetBot with Jetson Nano

jetson-inference icon jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

jetson-reinforcement icon jetson-reinforcement

Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.

jetson-scripts icon jetson-scripts

Configuration scripts and install guides for NVIDIA Jetson platform

jetson-voice icon jetson-voice

ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

kenlm icon kenlm

KenLM: Faster and Smaller Language Model Queries

llm-awq icon llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

nanollm icon nanollm

Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models, multimodal agents, speech, vector DB, and RAG.

openseq2seq icon openseq2seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

orb_slam2_cuda icon orb_slam2_cuda

ORB_SLAM2 with GPU Enhancement running on NVIDIA Jetson TX1. Focus on ROS part.

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