Pinned Repositories
Agri-Llama
Introducing an advanced RAG-based Question Answering System for Agriculture, seamlessly combining Llama-2 FAISS and Hugging Face's dataset for efficient and precise domain-specific responses.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Awesome-NLP-and-IR
A comprehensive resource for NLP and IR enthusiasts, covering topics from preprocessing to deep NLP, LLM efficiency, and retrieval-augmented generation.
EEG-Emotion-Classification
Hate-Speech-LSTM
LLM-FineTuning-for-Sentiment-Classification
Fine-Tuning Microsoft Phi-2 for financial news sentiment analysis improved accuracy from 0.349 to 0.872 and reduced training loss by 38%. Dataset: 4846 entries with "Neutral," "Positive," and "Negative" labels.
Prompt-Engineering-Guide
:octopus: Guides, papers, and resources for prompt engineering
RAG-with-KnowledgeGraph
RAG with Knowledge Graph
SolarPanel-Tilt-Optimization
The SolarPanel-Tilt-Optimization project uses machine learning to optimize solar panel angles for maximum efficiency, analyzing solar and environmental data to provide actionable insights and performance metrics.
Table2Text
Table2Text is a Streamlit app using the Mistral-8x7b-32k model and Langchain framework to handle queries on tabular data like CSVs and Pandas DataFrames.
KaifAhmad1's Repositories
KaifAhmad1/around-dataengineering
A Data Engineering & Machine Learning Knowledge Hub
KaifAhmad1/awesome-artificial-intelligence-guidelines
This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
KaifAhmad1/awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
KaifAhmad1/awesome-distributed-systems
A curated list to learn about distributed systems
KaifAhmad1/awesome-DL4NLP
A curated list of awesome Deep Learning (DL) for Natural Language Processing (NLP) resources
KaifAhmad1/awesome-EDAforML
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
KaifAhmad1/awesome-edge
A curated list of high quality, relevant and up-to-date Edge Computing Frameworks and Libraries with a heavy focus on IoT based Data Engineering.
KaifAhmad1/awesome-graph-representation-learning
A curated list for awesome graph representation learning resources.
KaifAhmad1/awesome-mlops
A curated list of references for MLOps
KaifAhmad1/Awesome-Question-Answering
Awesome Question Answering
KaifAhmad1/awesome-software_engineering4ML
A curated list of articles that cover the software engineering best practices for building machine learning applications.
KaifAhmad1/awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
KaifAhmad1/betterprompt
Test suite for LLM prompts
KaifAhmad1/causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
KaifAhmad1/DataEngineering-Cookbook
The Data Engineering Cookbook
KaifAhmad1/Deep-Learning-in-Production-1
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
KaifAhmad1/Deploy-a-NLP-Similarity-API-using-Docker
Build a RESTFUL-API for Similarity Check using Natural Language Processing
KaifAhmad1/GNNs-Recipe
🟠 A study guide to learn about Graph Neural Networks (GNNs)
KaifAhmad1/HandsOnReinfrocementLearning
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
KaifAhmad1/machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
KaifAhmad1/machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
KaifAhmad1/Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
KaifAhmad1/Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
KaifAhmad1/Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
KaifAhmad1/ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
KaifAhmad1/scientific-paper-summarisation
Machine learning models to automatically summarise scientific papers
KaifAhmad1/system-design-interview
System design interview for IT companies
KaifAhmad1/system_design
Preparation links and resources for system design questions
KaifAhmad1/SystemDesignCourse
Learn how to design systems at scale and prepare for system design interviews
KaifAhmad1/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.