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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

albert-tf2.0

ALBERT model Pretraining and Fine Tuning using TF2.0

anonymous-kg-guided-nlp

attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-qa

😎 A curated list of the Question Answering (QA)

bert-for-classification

bert-related-papers

BERT-related papers

cisc499_demo

cloud-native-ai

coling22-benchmark-for-causal-question-answering

dnn-face-recognition-papers

awesome deep learning papers for face recognition

easytransfer

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

facenet

Face recognition using Tensorflow

facerecognition

利用OpenCV、CNN进行人脸识别

fake-face-recognition

keras-facenet

Facenet implementation by Keras2

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

latihan-ml

mijisou

Privacy-respecting metasearch engine

models

Models and examples built with TensorFlow

nlp_course

YSDA course in Natural Language Processing

nlp_paper_study

研读顶会论文，复现论文相关代码

paper-reading

深度学习经典、新论文逐段精读

pytorch-tutorial

将原作者的PyTorch教程重新在jupyter notebook上跑了一遍。

reading-comprehension

Reading comprehension is a task of machine comprehension. The mosel has to predict the orrect answer for a question asked based on the given passage. LSTMS are used to predict the correct answer. THe input to the LSTMS are in the form of embedded vector and output is in the for of multi hot encoding. The entire project is build on keras and tensoflow was used as backend. The data was obtained from SQUAD data set and the code was refered from facebooks babi project

relation-scrape

rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

robot

sbert_tf_huggingface