Muhammad Ahsan's repositories
AI-Driven-NL2SQL
Using AI to convert natural language into SQL queries for seamless database interaction.
ai-data-dashboard
Dashboard generator using OpenAI's GPT3
alibi
Algorithms for explaining machine learning models
boolformer
Boolformer, best fit for noisy data.
DSPy
DSPy: The framework for programming—not prompting—foundation models
DSPy_CSV_Text2SQL
Designed pipeline to query N number of CSVs using DSPy
eXplainable-AI
XAI - An eXplainability toolbox for machine learning
faraday
Vulnerability Management Platform
graylog2-server
Free and open source log management
hyperopt-sklearn
Hyper-parameter optimization for sklearn
machine-learning-interpretability
A curated list of machine learning interpretability resources.
MetaGPT
The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
models
Models and examples built with TensorFlow
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
nixtla-timegpt
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
novatec-service-dependency-graph-panel
A Grafana panel for visualizing a Service Dependency Graph.
PaLM
Implementation of Google's PaLM models
pygraft
Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips
qlora
QLoRA: Efficient Finetuning of Quantized LLMs
seldon
Seldon Top Level Repo
Spot-Nuclei-Speed-Cruice
Find the nuclei in divergent images to using UNet
Transformers
This repository contains demos I made with the Transformers library by HuggingFace.
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.