Pinned Repositories
3D-convolutional-speaker-recognition
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
CNTK-World
:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)
Deep-Learning-NLP
:satellite: Organized Resources for Deep Learning in Natural Language Processing
Deep-Learning-Roadmap
:satellite: Organized Resources for Deep Learning Researchers and Developers
Large-Scale-AI-Blueprint
A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.
lip-reading-deeplearning
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
LLM-Alignment-Project
A comprehensive template for aligning large language models (LLMs) using Reinforcement Learning from Human Feedback (RLHF), transfer learning, and more. Build your own customizable LLM alignment solution with ease.
pythonic-automatic-email
:e-mail: Automated Customized Emails Using Python
speechpy
:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/
TensorFlow-World
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
astorfi's Repositories
astorfi/Deep-Learning-Roadmap
:satellite: Organized Resources for Deep Learning Researchers and Developers
astorfi/lip-reading-deeplearning
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
astorfi/speechpy
:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/
astorfi/Large-Scale-AI-Blueprint
A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.
astorfi/LLM-Alignment-Project
A comprehensive template for aligning large language models (LLMs) using Reinforcement Learning from Human Feedback (RLHF), transfer learning, and more. Build your own customizable LLM alignment solution with ease.
astorfi/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
astorfi/LLMetaLab
LLMetaLab
astorfi/ML-workflow
astorfi/audio-diffusion-tutorial
Exploring audio generation through diffusion models
astorfi/financial_calculator
astorfi/agentic-orchestration
astorfi/astorfi
astorfi/astorfi.github.io
astorfi/autogen_flights_tutorial
Tutorial for AutoGen with Amadeus flights API, Parallel Function Calls
astorfi/blog-tutorials
astorfi/celltypist
A tool for semi-automatic cell type classification
astorfi/data-engineering-zoomcamp
Free Data Engineering course!
astorfi/drkostas
astorfi/FinRL
FinRL: Financial Reinforcement Learning. 🔥
astorfi/gitprofile
🚀 Create a dynamic portfolio by just providing your GitHub username.
astorfi/incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
astorfi/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
astorfi/mlops
Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production
astorfi/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
astorfi/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
astorfi/airbyte-connector-generator-poc
proof of concept to generate Airbyte low-code YAML connectors from API documentation
astorfi/apicat
An efficient API documentation management tool that fully adheres to the OpenAPI specification and incorporates advanced LLM technology. This tool can automate the generation of API documentation, data models, and test cases, greatly enhancing development efficiency and documentation quality.
astorfi/ml-interviews-book
https://huyenchip.com/ml-interviews-book/
astorfi/portfolio-notebooks
astorfi/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.