18jeffreyma
Currently a junior at Caltech with a huge interest in the fields of computer science and finance. Feel free to contact me anytime!
California Institute of TechnologyCambridge, Massachusetts
Pinned Repositories
afl-bench
Test-bench to test aggregation strategies for asynchronous federated learning
bcpmobileapps
iOS development projects, including BCP Justice Summit iOS App connected to a MySQL database with a PHP REST API
cv
draw_convnet
kidlock
Android application to geofence a child's Android device
motion-artifact
Building a convolutional neural network to detect motion artifacts in abdomen MRI slice imaging and assess the diagnostic quality of MR images
multi_cmd
Extending Competitive Mirror Descent to a multi-agent, reinforcement learning setting.
quanteyes
Quantization of SOTA models for gaze tracking and exploring development of custom processing units to perform quantization in HW.
resume
link to my resume
tfx
TFX is an end-to-end platform for deploying production ML pipelines
18jeffreyma's Repositories
18jeffreyma/tfx
TFX is an end-to-end platform for deploying production ML pipelines
18jeffreyma/afl-bench
Test-bench to test aggregation strategies for asynchronous federated learning
18jeffreyma/cv
18jeffreyma/multi_cmd
Extending Competitive Mirror Descent to a multi-agent, reinforcement learning setting.
18jeffreyma/quanteyes
Quantization of SOTA models for gaze tracking and exploring development of custom processing units to perform quantization in HW.
18jeffreyma/resume
link to my resume
18jeffreyma/beam_streaming_experiments
18jeffreyma/CNN-HowManyFingers
Count how many fingers are being held up, via a convolutional neural network (CNN) implemented in Keras + TensorFlow + OpenCV.
18jeffreyma/CodeGen
CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.
18jeffreyma/copg
This repository contains all code and experiments for competitive policy gradient (CoPG) algorithm.
18jeffreyma/cs249r_book
Collaborative book for CS249r: Tiny Machine Learning
18jeffreyma/Deep-Learning-Experiments
Videos, notes and experiments to understand deep learning
18jeffreyma/EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
18jeffreyma/GAug
AAAI'21: Data Augmentation for Graph Neural Networks
18jeffreyma/Kyuu
Kyuu Keyboard Design
18jeffreyma/llama-2-jax
JAX implementation of the Llama 2 model
18jeffreyma/llama-cpp-python
Python bindings for llama.cpp
18jeffreyma/llama.cpp
Port of Facebook's LLaMA model in C/C++
18jeffreyma/llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
18jeffreyma/LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
18jeffreyma/lorahub
The official repository of paper "LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition".
18jeffreyma/marlenv
ML2-Multi Agent Environments
18jeffreyma/multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
18jeffreyma/pie-perf
Training language models to make programs faster
18jeffreyma/pycparser
:snake: Complete C99 parser in pure Python
18jeffreyma/resume_src
18jeffreyma/spinningup_pytorch
An educational resource to help anyone learn deep reinforcement learning, with support for PyTorch
18jeffreyma/task_vectors
Editing Models with Task Arithmetic
18jeffreyma/tensorflow
An Open Source Machine Learning Framework for Everyone
18jeffreyma/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.