Carson Lam's repositories
intro_continual_learning
This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence
chat-transformer
A chatbot using the Vaswani transformer as it's sequence-to-sequence module
minichatgpt
annotated tutorial of the huggingface TRL repo for reinforcement learning from human feedback connecting equations from PPO and GAE to the lines of code in the pytorch implementation
triton-ft-api
tutorial on how to deploy a scalable autoregressive causal language model transformer using nvidia triton server
async-in-out
a practical show it, explain it, modify it, guide to asynchronous input/output programming in python
azure-texting
send and receive SMS using python and Azure
Basic_Algorithm_Exercises
Basic Algorithm Design Analysis Notebook for Teaching
clam004
Config files for my GitHub profile.
docker-pytorch-api
Deploying PyTorch as a RESTAPI using Docker and FastAPI with CUDA support
foundRL
foundational reinforcement learning concepts with code and corresponding equations side-by-side applied to small but meaningful example problems
gen-data
a collection of synthetic data generating examples
makemore
An autoregressive character-level language model for making more things
ML_MATH
repository for nuanced machine learning mathematical concepts
pyzmqnotes
Learning 0mq with examples and notes from articles on the web
rust-grpc-python-tonic
minimal code example of passing data between python and rust via gRPC using tonic and protobuf
rusty
The Rust Programming Language
seqGAN
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
sim-slurm-cluster-gpu
Docker local slurm cluster
trl
Train transformer language models with reinforcement learning.