Hardian Lawi's Projects
Various Popular Algorithm Implementation
Sentiment Analysis using Attention mechanism and LSTM
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Predict the outcome of Dota 2 matches
My dotfiles
Repo for storing commands or scripts I found useful throughout my projects
Reinforcement Learning course Assignment Easy 21 Implementation
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)
š Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
Multi Task Learning Implementation with Homoscedastic Uncertainty in Tensorflow
User Script for Inline LaTeX Rendering in notion.so
An Open-Source Framework for Prompt-Learning.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A library for training and deploying machine learning models on Amazon SageMaker
High-accuracy NLP parser with models for 11 languages.
Concise, consistent, and legible badges in SVG and raster format
My personal README
Shopee IET Machine Learning Competition
A system for quickly generating training data with weak supervision
Assignment Solutions for Stanford CS231n - CNN for Visual Recognition
An Open Source Machine Learning Framework for Everyone
š¤ Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.