pandaczm's repositories
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
awesome-bert
bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!
CGES
Combined Group and Exclusive Sparsity for Deep Neural Networks
cloudml-samples
Cloud ML Engine is now a part of AI Platform
dataset-sts
Semantic Text Similarity Dataset Hub
FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry.
fastbook
Draft of the fastai book
finch
More than 50 Machine Learning models based on TensorFlow / PyTorch
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
LLMs_interview_notes
LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案
ml-interview
Preparing for machine learning interviews
NN_calibration
Calibration of Convolutional Neural Networks
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
PRML
PRML algorithms implemented in Python
pytudes
Python programs to practice or demonstrate skills.
resume
Software developer resume in Latex
RobustAutoencoder
A combination of Autoencoder and Robust PCA
scikit-and-tensorflow-workbooks
based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)
sigir2020-eComWorkshop-LTM-for-product-search
implementation for comparison of supervised Learning to Match methods for product search
SSD_scene_text_detection
Detect text in natural images with SSD, Single Shot Detection
tensorflow-101
learn code with tensorflow
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
text_classification
all kinds of text classificaiton models and more with deep learning
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need