Linh Tran's repositories
ask-fsdl
Document Q&A over The Full Stack's Corpus
capsule-networks
A Tensorflow implementation of Capsule Networks
DeepRLHacks
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
fsdl-text-recognizer-project
Full Stack Deep Learning Bootcamp Project (Public)
gamlss
In this repo, I work on the implementation of the R\gamlss package in Python.
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
modular_rl
Implementation of TRPO and related algorithms
pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
pytorch-qrnn
PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
relation-network
keras implementation of [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf)
RetroCodes
Codes of our team for the OpenAI Retro Contest of reinforcement learning
scikit-learn
scikit-learn: machine learning in Python
strata_ny_2017_recommender_tutorial
Jupyter Notebooks for Strata Data Conference NY 2017 Deep Learning for Recommender Systems Tutorial
tensorflow-rl
Implementations of deep RL papers and random experimentation
tmleVariance
Code corresponding to the paper "Robust variance estimation and inference for causal effect estimation"
tranlm.github.io
Personal website