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Learn how to design, develop, deploy and iterate on production-grade ML applications.
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…
Automatic extraction of relevant features from time series:
Portfolio and risk analytics in Python
Efficient Image Captioning code in Torch, runs on GPU
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
A course on aligning smol models.
A collection of examples that show how to use CrewAI framework to automate workflows.
An educational AI robot based on NVIDIA Jetson Nano.
New ways of breaking app-integrated LLMs
Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SP…
Official data on the COVID-19 epidemic in Malaysia. Powered by CPRC, CPRC Hospital System, MKAK, and MySejahtera.
Localize your cat at home with BLE beacon, ESP32s, and Machine Learning
Querying local documents, powered by LLM
[ECCV 2022] Compositional Generation using Diffusion Models
A working example of RAG using LLama 2 70b and Llama Index
Programs for stock prediction and evaluation
Algorithmic Trading using Sentiment Analysis on News Articles
TinyML example showing how to do anomaly detection with Python and Arduino