Toturials coming with the "data science roadmap" picture.
Repository Index
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Repository to store sample python programs for python learning
- python
- pandas
- pandas-dataframe
- pandas-tutorial
The "Python Machine Learning (2nd edition)" book code repository and info resource
The fastest way to create an HTML app
TranslatedQuantitative research - replication of brokerage financial engineering research reports
- quant
- quantitative-finance
- stock-analysis
- trading-algorithms
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
Taming Transformers for High-Resolution Image Synthesis
Official Code for Stable Cascade
Accepted as [NeurIPS 2024] Spotlight Presentation Paper
An adversarial example library for constructing attacks, building defenses, and benchmarking both
COCO API - Dataset @ http://cocodataset.org/
TensorFlow documentation
- tensorflow
- tensorflow-tutorials
- tensorflow-examples
- documentation
Silero Models: pre-trained text-to-speech models made embarrassingly simple
- speech-to-text
- pretrained-models
- pytorch
- colab
Financial portfolio optimization in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
- finance
- portfolio-optimization
- portfolio-management
- quantitative-finance
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
- time-series-classification
- deep-learning
- fastai
- pytorch
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
- chinese
- computer-vision
- multi-modal-learning
- nlp
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
fast.ai Courses
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
From the basics to slightly more interesting applications of Tensorflow
Translated【🔞🔞🔞 Contains images not suitable for minors】AI exploration and summary based on my strengths in programming, drawing, and writing: StableDiffusion is a powerful image generation model that can generate new images by evolving an existing image. ChatGPT is a Transformer-based language generation model that can automatically generate suitable articles for an input topic. And Github Copilot is an intelligent programming assistant that can speed up everyday programming activities.
- ai
- aigc
- chatgpt
- github-copilot
Efficient Image Captioning code in Torch, runs on GPU
Data Science Using Python