Kolesh jr's repositories
Koding_With_Kolesh
Helpful Machine Learning resources for the Zindi community
Unifi_Instruct_Rag
An instruct led rag approach
langchain_dj_gpt_-TOOLS-
Created a langchain dj gpt agent thanks to lablabai workshops
Mozilla-Foundation---Mozilla-Common-Voice-Hackathon-I-Nairobi-
Kiswahili Automatic Speech Recognition (ASR) Model Training
DATASCIENCE_PROJECTS
A portfolio of all my data science and machine learning projects
FAULT-IMPACT-ANALYSIS--HUAWEI-PROJECT
Can you predict an NE’s average data rate change when a fault occurs?
open_retrieval
Retrieval Pipeline using everything open source. No API's required
COMPUTER_VISION_PROJECTS
A portfolio of all my Computer Vision Projects
Cryptojacking_Detection
identify illegal cryptocurrency mining using website activity
Digital-Green-Crop-Yield-Estimate-Challenge
Can you determine the crop yield for farms in India?
Makerere-Passion-Fruit-Disease-Detection-Challenge
17th placed solution
ASR_PROJECTS
A portfolio of all my automatic speech recognition and audio classification projects
NLP_PROJECTS
A portfolio of all my NLP projects
agent_with_memory
A starter template for AI Companions
AgriFieldNet-India-Challenge
Can you detect crop types in a class-imbalanced satellite image dataset?
AppAgent
AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.
Digital-Africa-Plantation-Counting-Challenge
The objective of this challenge is to create a semi-supervised machine learning algorithm to count the number of palm oil trees in an image.
docindex
⚡️Fast persistent storage of multiple document embeddings and their metadata into Pinecone for production-level RAG.
FinTrack-API
Empower Efficient Financial Tracking and Management. Seamlessly handle transactions, track expenses & incomes, manage customers and suppliers, manage invoices, calculate specific period revenue and gain enhanced control over your financial data.
LANGCHAIN_NOTES
Langchain to power LLM applications
OPENAI_NOTES
Open AI for llm powered applications
Rag_On_A_House_Listing_Website
Perform retrieval augmented generation on property listing
Revisiting_Pytorch
Revisiting my deep learning fundamentals
Web_scraping_Using_Scrapy
Web scraping using Scrapy
Web_scraping_using_scrapy_playwright
web scraping using scrapy playwright
Web_scraping_with_selectolax
Using selectolax for web scraping