Ilia Rudiak

eecs-498-2020. EECS 498/598: Deep Learning for Computer Vision [Fall 2020]

cs224n-nlp-dl-2019. CS224n: Natural Language Processing with Deep Learning, Winter 2019.

image_captioning. This is a tutorial on reproducing "Show, attend and tell" by Xu et al., 2016.

PH526x_python_research. Jupyter Notebook

cs108. Stanford University. Object Oriented System Design. Winter 2015.

cs188_ai. Python

cs224n-nlp-dl. cs224n Natural Language Processing with Deep Learning, Stanford University, Winter 2018

learnpandas.

6.005_fall2016. MIT 6.005. Software Construction. Fall 2016.

ud120-machine-learning. ud120. Udacity. Machine learning.

cs230-deep-learning. CS230 Deep Learning, Stanford University, Spring 2018

tv_script_gen. Jupyter Notebook

cs234_reinf_learning. Python

dog_breed. Jupyter Notebook

cs230_project_keras. Jupyter Notebook

cs230_project_xray. Jupyter Notebook

facial_keypoints. Jupyter Notebook

cs230_project. Jupyter Notebook

dl_projects_2020. Jupyter Notebook

_notes. Roff

face_generation. Jupyter Notebook

coco_captioning. Jupyter Notebook

fastai_v3. Jupyter Notebook

cs231n-convolutional-nn. Stanford University. CS231n Convolutional Neural Networks for Visual Recognition, Winter 2016.

cs50_2017. cs50 Harvard university, winter 2017 (only python and javascript)

cs231n-convolutional-nn-2018. Stanford University. CS231n Convolutional Neural Networks for Visual Recognition, Spring 2018.

modernpython. Raymond Hettinger. Modern Python LiveLessons: Big Ideas and Little Code in Python.

scala_coursera. Scala

cs229-machine-learning. CS229 Machine Learning, Stanford University, Fall 2008, 2017

cs261-advanced-algorithms. cs261 Second course in algorithms, Stanford University, Winter 2016

10-600-math-for-ml. CMU 10-600 Math Background for ML Fall 2016

data-science-from-scratch. Python

Portfel. Projects 7-8 (Capstone) from Udacity nanodegree.

deep-learning-coursera-ng. Stanford University, Andrew Ng. Deep Learning, Fall 2017.

PopMovies. Projects1-2 from Udacity nanodegree

cs230-dl-v2. cs230 Deep Learning, Stanford (CNNs and RNNs), version 2