Machine learning books and papers

https://arxiv.org/pdf/2011.09055.pdf
#GAN
#Paper
@Machine_learn

4.83K viewsedited 18:15

Text Extraction from a Table Image, using PyTesseract and OpenCV

Text Extraction from a Table Image, using PyTesseract and OpenCV

https://levelup.gitconnected.com/text-extraction-from-a-table-image-using-pytesseract-and-opencv-3342870691ae

@Machine_learn

Medium

Turning Image of a Table into Python Object

5.58K views04:25

Cracking_Codes_with_Python_An_Introduction_to_Building_and_Breaking.pdf

7.6 MB

CraCking Codes with Python

#book #python
@Machine_learn

5.67K viewsedited 16:40

Using AutoML for Time Series Forecasting

Using AutoML for Time Series Forecasting

https://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html

@Machine_learn

research.google

Posted by Chen Liang and Yifeng Lu, Software Engineers, Google Research, Brain Team Time series forecasting is an important research area for machi...

4.09K views04:57

Animating Pictures with Eulerian Motion Fields

Animating Pictures with Eulerian Motion Fields

New method for single image animation. Authors promised to release code soon!

Website: https://eulerian.cs.washington.edu
Paper: https://eulerian.cs.washington.edu/animating_pictures_2020.pdf
ArXiV: https://arxiv.org/abs/2011.15128
YouTube: https://www.youtube.com/watch?v=4zKliOMilGY

#DL #animation #WashingtonUni

@Machine_learn

YouTube

Aleksander Holynski, Brian Curless, Steven M. Seitz, Richard Szeliski

Project Website: https://eulerian.cs.washington.edu

4.22K views20:16

Forwarded from DelanaTech

This channel has launced to introduce books and educational videos in the field of artificial intelligence.

3.9K views08:27

Using AutoML for Time Series Forecasting

Using AutoML for Time Series Forecasting

https://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html

@Machine_learn

research.google

Posted by Chen Liang and Yifeng Lu, Software Engineers, Google Research, Brain Team Time series forecasting is an important research area for machi...

4.26K views20:17

Fully Convolutional Networks for Panoptic Segmentation.

Github: https://github.com/yanwei-li/PanopticFCN

Paper: https://arxiv.org/pdf/2012.00720.pdf

@Machine_learn

4.67K views10:35

pixelNeRF: Neural Radiance Fields from One or Few Images.

Github: https://github.com/sxyu/pixel-nerf

Paper: https://arxiv.org/abs/2012.02190

@Machine_learn

4.32K views09:14

Implementation of Adam and AMSGrad Optimizers

Project: https://lab-ml.com/labml_nn/optimizers/adam.html

AMSGrad: https://lab-ml.com/labml_nn/optimizers/amsgrad.html

GitHub: https://github.com/lab-ml/nn

Full list: https://lab-ml.com/labml_nn/index.html
👌
@Machine_learn

4.59K views11:19

Weight Agnostic Neural Networks

link: https://weightagnostic.github.io/

@Machine_learn

4.54K viewsedited 02:58

4_5868401334796944721.pdf

1 MB

AN INTRODUCTION TO ALGORITHMIC TRADING
Basic to Advanced Strategies
#book
@Machine_learn

5.06K viewsedited 15:33

quant_of_the_year_candidate.pdf

2.5 MB

Lipton, A., & de Prado, M. L. (2020). A closed-form solution for optimal mean-reverting trading strategies.
#paper

@Machine_learn

5.62K viewsedited 15:34

openlearninglibrary.mit.edu

MIT launched a New free Course on Machine learning : Click here
@Machine_learn

Introduction to Machine Learning

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization. These concepts…

5.02K views11:48

GitHub - jantic/DeOldify: A Deep Learning based project for colorizing and restoring old images (and video!)

🤩 7 Awesome Open Source Machine Learning Project Repos👍

1. DeOldify - https://github.com/jantic/DeOldify

2. Real-Time Voice Cloning - https://github.com/CorentinJ/Real-Time-Voice-Cloning

3. Face Recognition - https://github.com/ageitgey/face_recognition

4. NeuralTalk2 - https://github.com/karpathy/neuraltalk2

5. U-GAT-IT - https://github.com/taki0112/UGATIT

6. Srez - https://github.com/david-gpu/srez

7. TecoGAN - https://github.com/thunil/TecoGAN

@Machine_learn

GitHub

A Deep Learning based project for colorizing and restoring old images (and video!) - jantic/DeOldify

5.48K views12:02

🌐 Optimization Algorithms in Neural Networks

https://datascience-enthusiast.com/DL/Optimization_methods.html

Most used optimizers: https://www.theaidream.com/post/optimization-algorithms-in-neural-networks

@Machine_learn

4.5K viewsedited 04:50

Visualisation of the attention patterns of Vision Transformer

link: https://epfml.github.io/attention-cnn/

@Machine_learn

4.88K viewsedited 04:57

0:39

reinforcement learning
😅 #Rl
@Machine_learn

6.11K viewsedited 08:08