clam004

adaptive-computation-time

The notebook connects the formulas used in the paper to the code that implements those formulas by implementing a training pipeline on a small but meaningful dataset

chat-transformer

A chatbot using the Vaswani transformer as it's sequence-to-sequence module

General-Deep-Learning-NLP-Classifier

Template for multi-class classification with variable length sequences using Gated Recurrent Units

intro_continual_learning

This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence

max_ent_irl

Maximum Entropy Inverse Reinforcement Learning - notes and tutorial for IRL using the principle of maximum entropy

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

proximalpolicyoptimization

basic implementation of PPO reinforcement learning algorithm on lunar lander

RL-Chat-pytorch

reinforcement learning on a encoder-decoder GRU for chatbot dialogue generation

triton-ft-api

tutorial on how to deploy a scalable autoregressive causal language model transformer using nvidia triton server

unsupervised-speech-representation-learning

This is a intuitive explanation of Representation Learning with Contrastive Predictive Coding using code provided by jefflai108 that uses CPC to learn representations of sound files for the purpose of speech recognition

clam004/intro_continual_learning

This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence

clam004/chat-transformer

A chatbot using the Vaswani transformer as it's sequence-to-sequence module

clam004/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

clam004/triton-ft-api

tutorial on how to deploy a scalable autoregressive causal language model transformer using nvidia triton server

clam004/KV-caching-toy-example

clam004/rlhf

fine tuning natural language generation using a reinforcement learning signal

clam004/AIRL

ADVERSARIAL INVERSE REINFORCEMENT LEARNING

clam004/argparse

clam004/async-in-out

a practical show it, explain it, modify it, guide to asynchronous input/output programming in python

clam004/azure-texting

send and receive SMS using python and Azure

clam004/azure-voting-app-redis

clam004/Basic_Algorithm_Exercises

Basic Algorithm Design Analysis Notebook for Teaching

clam004/clam004

Config files for my GitHub profile.

clam004/docker-pytorch-api

Deploying PyTorch as a RESTAPI using Docker and FastAPI with CUDA support

clam004/foundRL

foundational reinforcement learning concepts with code and corresponding equations side-by-side applied to small but meaningful example problems

clam004/gen-data

a collection of synthetic data generating examples

clam004/k8s-fast

kubernetes-fastapi

clam004/makemore

An autoregressive character-level language model for making more things

clam004/meta-learned-memory

clam004/ML_MATH

repository for nuanced machine learning mathematical concepts

clam004/notebook_tutorials

clam004/pyzmqnotes

Learning 0mq with examples and notes from articles on the web

clam004/rust-grpc-python-tonic

minimal code example of passing data between python and rust via gRPC using tonic and protobuf

clam004/rust-protobuf-pyo3-example

clam004/rust-split-example

clam004/rusty

The Rust Programming Language

clam004/seqGAN

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

clam004/sim-slurm-cluster-gpu

Docker local slurm cluster

clam004/together-examples

clam004/trl

Train transformer language models with reinforcement learning.