Alankar Shukla's repositories
AIOps-mlflow-pytorch-multistep-workflow
AIOps-mlflow-pytorch-multistep-workflow
BLOOM_Examples
Some quick BLOOM LLM examples
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
DIS
This is the repo for our new project Highly Accurate Dichotomous Image Segmentation
fastbook
The fastai book, published as Jupyter Notebooks
gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
housing_prediciton
Welcome to Machine Learning Housing Corporation! The first task you are asked to perform is to build a model of housing prices in California using the California cen‐ sus data. This data has metrics such as the population, median income, median hous‐ ing price, and so on for each block group in California. Block groups are the smallest geographical unit for which the US Census Bureau publishes sample data (a block group typically has a population of 600 to 3,000 people). We will just call them “dis‐ tricts” for short. Your model should learn from this data and be able to predict the median housing price in any district, given all the other metrics.
Kaggle-Otto-Comp
I share my solution for the Otto Competition, scoring LB 0.601, using Reranker, Transformers and GRU
MLflow-project-template
mlflow-project-template
nn-zero-to-hero
Neural Networks: Zero to Hero
online-cv
A minimal Jekyll Theme to host your resume (CV)
OPT-by-Meta
This is the model opensourced by Meta which is 175B parameters silmilar to gpt3
snorkel
A system for quickly generating training data with weak supervision
srgan
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
text2sql-lgesql
This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".
txtai
💡 Build AI-powered semantic search applications
whisper-playground
Build real time speech2text web apps using OpenAI's Whisper https://openai.com/blog/whisper/