Python_NN
Deep-Learning-Computer-Vision
Python_NN | Deep-Learning-Computer-Vision | |
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0.0 | 2.6 | |
almost 2 years ago | about 3 years ago | |
Jupyter Notebook | Jupyter Notebook | |
GNU General Public License v3.0 only | - |
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Python_NN
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Difficulty in using LSTMs for text generation
About the issue with repeating characters, it is supposed to happen. There are certain loops that repeat. To solve this you must remove the line q1 = np.argmax(p1.cpu(), axis=1)[-1].item() and instead, do sampling based on the softmax probabilities. Check this code where I perform sampling. The vec = vec**(2) is used to decrease randomness you can see how your model works and either keep it or leave it.
Deep-Learning-Computer-Vision
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Assignment solutions for Stanford CS231n and Michigan EECS 498-007/598-005
Here is the link to my GitHub repository.
What are some alternatives?
cs231n - Note and Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
stanford-CS229 - Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng [UnavailableForLegalReasons - Repository access blocked]
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
computervision-recipes - Best Practices, code samples, and documentation for Computer Vision.
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
pytorch-implementations - A collection of paper implementations using the PyTorch framework
HugsVision - HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
ml-mipt - Former repository of ML course. Redirect link included
ml-course - Open Machine Learning course
rl-trading - Using Reinforcement Learning agents as Algorithmic Traders
ILearnDeepLearning.py - This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.