Johann Hamel-Akré's starred repositories
awesome-vector-search
Collections of vector search related libraries, service and research papers
you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools
recs-at-resonable-scale
Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
awesome-open-mlops
The Fuzzy Labs guide to the universe of open source MLOps
awesome-hyperspectral-image-unmixing
Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods" (SPM 2023).
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
course-nlp
A Code-First Introduction to NLP course
skill2vec-dataset
Dataset and pre-trained model for Skill2vec
awesome-dash
A curated list of awesome Dash (plotly) resources
recsys-nlp-graph
🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.
skills-taxonomy-v2
new skills taxonomy using TextKernel data
cs-video-courses
List of Computer Science courses with video lectures.
Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
autoscraper
A Smart, Automatic, Fast and Lightweight Web Scraper for Python
Python_for_Data_Science_and_Machine_Learning-Bootcamp
Repo for Pierian Data course on Udemey
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
textdistance
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.