Ramadhani Joseph Massawe's repositories
jepa
PyTorch code and models for V-JEPA self-supervised learning from video.
langchain
⚡ Building applications with LLMs through composability ⚡
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
awesome-system-design
A curated list of awesome System Design (A.K.A. Distributed Systems) resources.
crop-yield-estimate
A machine learning solution to predict the crop yield per acre of rice or wheat crops in India. The goal is to empower these farmers and break the cycle of poverty and malnutrition.
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
dtale
Visualizer for pandas data structures
sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
Nuru
A Swahili Programming Language built from the ground up
Plant-Safe
Deep learning based plant disease detection cross-platform mobile application.
php-pesa
Open payment processing API for PHP
PyRosetta.notebooks
Jupyter Notebooks for learning the PyRosetta platform for biomolecular structure prediction and design
FlutterCarouselSlider
A customizable carousel slider for Flutter. Supports infinite sliding, custom indicators, and custom animations with many pre-built indicators and animations.
WOLOF-ASR-Wav2Vec2
Audio Preprocessing and finetuning of wav2vec2-large-xlsr model on AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF Data.
cgiar-eyes-on-the-ground-challenge
https://zindi.africa/competitions/cgiar-eyes-on-the-ground-challenge
made-in-tanzania
A curation of awesome tools and projects built by Tanzanian developers.
postgresml
PostgresML is an AI application database. Download open source models from Huggingface, or train your own, to create and index LLM embeddings, generate text, or make online predictions using only SQL.
dart_mpesa
This library contains methods that make it easy to consume Mpesa Api.
dabl
Data Analysis Baseline Library
springboot-auth
Starter repository for the spring boot 5 and JWT
Clustering-with-LLM
A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.