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codehemp's Projects

01p_project_deep_learning_for_traffic_sign_classification

Traffic Sign Classification Using Deep Learning in Python/Keras

01t_introduction-to-tensorflow-for-ai-ml-and-dl

TensorFlow for building basic neural network for computer vision and use convolutions to improve your neural network.

02p_project_image_classification_with_cnns_using_keras

Training a CNN in Keras with a TensorFlow backend to solve Image Classification problems

03p_facial_expression_recoginition

Facial Expression Recognition with Keras!

04p-classify-radio-signals-from-outer-space-using-keras

The data we are going to use consists of 2D spectrograms of deep space radio signals collected by the Allen Telescope Array at the SETI Institute. We will treat the spectrograms as images to train an image classification model to classify the signals into one of four classes.

06p_sentiment-analysis-with-deep-learning-using-bert

Finetuning BERT in PyTorch for sentiment analysis.

100-days-of-ml-code

100 Days of ML Coding

100-days-of-ml-code-1

100-Days-Of-ML-Code中文版

100-plus-python-programming-exercises-extended

100+ python programming exercise problem discussed ,explained and solved in different ways

10p_transfer-learning-for-nlp-with-tensorflow-hub

we will use pre-trained NLP text embedding models from TensorFlow Hub, perform transfer learning to fine-tune models on real-world data, build and evaluate multiple models for text classification with TensorFlow, and visualize model performance metrics with Tensorboard.

11p_classification-with-transfer-learning-in-keras

Classification with Transfer Learning in Keras

12_fake_news_detection_with_machine_learning

In this project, we will train a Bidirectional Neural Network and LSTM based deep learning model to detect fake news from a given news corpus.

14-days-beginner-practical-guide-of-machine-learning

14 days Beginner Practical Guide of Machine Learning

3d-machine-learning

A resource repository for 3D machine learning

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

a-simple-chartbot

A chatbot is a software application used to conduct an on-line chat conversation via text or text-to-speech, in lieu of providing direct contact with a live human agent.

advanced-machine-learning-and-signal-processing-ibm

Advanced Machine Learning and Signal Processing IBM

advanced-ml-workshop-2021

GitHub Repository to host all contents for SPAI Advance Machine Learning Workshop

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

amazing-python-scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

anlp

Contains demo codes for the course Applied Natural Language Processing

annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

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