jarednielsen
Skilled mathematician and computer scientist with a passion for machine learning. Researcher in natural language processing, computer vision, and RL.
Pinned Repositories
addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
computer-vision
cryopumps
Predicting semiconductor factory equipment failure. Applies piecewise linear regression followed by CNN classification.
finite-difference
Wildfire modeling using PDEs and the Crank-Nicholson finite difference method.
mantisx-docs
Firearms training system API configuration.
research
Computer vision and reinforcement learning. Style transfer, PPO on OpenAI Gym's Atari, DC-GAN for celebrity faces.
speech2phone
Semi-supervised machine transcription of spoken audio into phonemes (speech units).
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
jarednielsen's Repositories
jarednielsen/computer-vision
jarednielsen/speech2phone
Semi-supervised machine transcription of spoken audio into phonemes (speech units).
jarednielsen/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
jarednielsen/addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
jarednielsen/research
Computer vision and reinforcement learning. Style transfer, PPO on OpenAI Gym's Atari, DC-GAN for celebrity faces.
jarednielsen/advent-of-code
jarednielsen/Adversarial_Video_Generation
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
jarednielsen/bert
TensorFlow code and pre-trained models for BERT
jarednielsen/blog
jarednielsen/cairo-tutorial
jarednielsen/deep-learning-models
Deep Learning Models optimized for AWS
jarednielsen/docs
TensorFlow documentation
jarednielsen/electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
jarednielsen/ethminer
Ethereum miner with OpenCL, CUDA and stratum support
jarednielsen/fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
jarednielsen/go
The Go programming language
jarednielsen/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
jarednielsen/intro-to-k8s-distributed-training
jarednielsen/Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
jarednielsen/mixture-of-experts
A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
jarednielsen/models
Models and examples built with TensorFlow
jarednielsen/nlp
🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow
jarednielsen/opensea-js
JavaScript SDK for the OpenSea marketplace. Let your users buy or sell cryptogoods on your own site!
jarednielsen/protocol-v2
Aave Protocol V2
jarednielsen/reversible-flow-koopman
jarednielsen/rxrx1-utils
Starter code for the CellSignal NeurIPS 2019 competition.
jarednielsen/speech2phone-paper
jarednielsen/tensorflow
An Open Source Machine Learning Framework for Everyone
jarednielsen/test-marketplace
Test various GitHub integrations like code coverage.
jarednielsen/timit