Ryan Benmalek's repositories
AnyFace
Input-Agnostic Face Detection
bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
CartoonSegmentation
Instance segmentation for cartoon/anime characters and some visual techniques building around it.
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Distributed-Reinforcement-Learning
Single-machine implementations of distributed reinforcement learning algorithms with Ray and PyTorch
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
fieryhuedoom
Make doom great again
gitignore
A collection of useful .gitignore templates
hugo-academic
The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:
kernl
Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.
long_doc_data
Long Document Datasets
MODNet
A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
pointer_summarizer
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
prompt-fab
Toolkit for building prompt templates for language models
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
pytorch_memonger
Experimental ground for optimizing memory of pytorch models
RobustVideoMatting
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
ryanai3.github.io
Website!
SimpleParsing
Simple, Elegant, Typed Argument Parsing with argparse
smoothquant
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
text
Data loaders and abstractions for text and NLP
TooMuchData
NLP Capstone project
torch-int
This repository contains integer operators on GPUs for PyTorch.
visual_genome_python_driver
A python wrapper for the Visual Genome API
VQD-SR
[ICCV'23] VQD-SR: Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution
xjax
Simple framework for neural networks using Jax