Python Refresher — Data Structures
https://medium.com/wids-mysore/python-refresher-data-structures-8b116bed1d3b
https://medium.com/wids-mysore/python-refresher-data-structures-8b116bed1d3b
I made a maze solving "AI" using Reinforcement Learning in Python (https://www.youtube.com/watch?v=psDlXfbe6ok)
https://www.reddit.com/r/Python/comments/eujad1/i_made_a_maze_solving_ai_using_reinforcement/
https://www.reddit.com/r/Python/comments/eujad1/i_made_a_maze_solving_ai_using_reinforcement/
YouTube
How to Solve a Basic Reinforcement Learning Example | RL Hello World
Useful timestamps:
0:24 Video Goal
0:50 Initial Q-Learning Explanation
7:30 Coding starts
35:10 Q&A
46:00 Agent can randomly solve maze
1:00:00 Agent scoring implemented
1:07:00 Setting up 3D visualizer
1:32:00 Detailed discussion of Q matrix, setting things…
0:24 Video Goal
0:50 Initial Q-Learning Explanation
7:30 Coding starts
35:10 Q&A
46:00 Agent can randomly solve maze
1:00:00 Agent scoring implemented
1:07:00 Setting up 3D visualizer
1:32:00 Detailed discussion of Q matrix, setting things…
Python for Beginners: Why Does Python Look the Way It Does?
When you're just getting started, looking at Python can be intimidating. Why the different colors? ...
https://www.dataquest.io/blog/python-for-beginners-why-python-code-look/
When you're just getting started, looking at Python can be intimidating. Why the different colors? ...
https://www.dataquest.io/blog/python-for-beginners-why-python-code-look/
Dataquest
Python for Beginners: Why Does Python Look the Way It Does?
When you're just getting started, looking at Python can be intimidating. Why the different colors? What are those line breaks for? Here are the answers you seek.
volatilityfoundation / volatility
An advanced memory forensics framework
https://github.com/volatilityfoundation/volatility
An advanced memory forensics framework
https://github.com/volatilityfoundation/volatility
GitHub
GitHub - volatilityfoundation/volatility: An advanced memory forensics framework
An advanced memory forensics framework. Contribute to volatilityfoundation/volatility development by creating an account on GitHub.
Understand Group by in Django with SQL
Aggregation is a source of confusion in any type of ORM and Django is no different. The ...
https://hakibenita.com/django-group-by-sql
Aggregation is a source of confusion in any type of ORM and Django is no different. The ...
https://hakibenita.com/django-group-by-sql
Hakibenita
Understand Group by in Django with SQL
Django QuerySets and SQL side by side
Automated Machine Learning using Python3.7: Improving Efficiency in Model Development
https://towardsdatascience.com/automated-machine-learning-using-python3-7-improving-efficiency-in-model-development-8c3574febc0b
https://towardsdatascience.com/automated-machine-learning-using-python3-7-improving-efficiency-in-model-development-8c3574febc0b
Understanding best-practice Python tooling by comparing popular project templates
https://medium.com/@jonas.r.kemper/understanding-best-practice-python-tooling-by-comparing-popular-project-templates-6eba49229106
https://medium.com/@jonas.r.kemper/understanding-best-practice-python-tooling-by-comparing-popular-project-templates-6eba49229106
Upgrading Python lists
Adding useful functionalities to Python lists
https://towardsdatascience.com/upgrading-python-lists-35440096ec36
Adding useful functionalities to Python lists
https://towardsdatascience.com/upgrading-python-lists-35440096ec36
The Parallelism Blues: when faster code is slower
When you’re doing computationally intensive calculations with NumPy, you’ll want to use ...
https://pythonspeed.com/articles/parallelism-slower/
When you’re doing computationally intensive calculations with NumPy, you’ll want to use ...
https://pythonspeed.com/articles/parallelism-slower/
Python⇒Speed
The Parallelism Blues: when faster code is slower
By default NumPy uses multiple CPUs for certain operations. But sometimes parallelism can actually slow down your code.
OpenCV ‘dnn’ with NVIDIA GPUs: 1549% faster YOLO, SSD, and Mask R-CNN
In this tutorial, you’ll learn how to use OpenCV’s “dnn” module ...
https://www.pyimagesearch.com/2020/02/10/opencv-dnn-with-nvidia-gpus-1549-faster-yolo-ssd-and-mask-r-cnn/
In this tutorial, you’ll learn how to use OpenCV’s “dnn” module ...
https://www.pyimagesearch.com/2020/02/10/opencv-dnn-with-nvidia-gpus-1549-faster-yolo-ssd-and-mask-r-cnn/
My software muCLIar is a YouTube Automator that plays your music right from your Command-Line so that your development flow is not interrupted. Link: github.com/aayush1205/muCLIar
https://www.reddit.com/r/Python/comments/eyb3de/my_software_mucliar_is_a_youtube_automator_that/
https://www.reddit.com/r/Python/comments/eyb3de/my_software_mucliar_is_a_youtube_automator_that/
GitHub
GitHub - aayush1205/muCLIar: YouTube automator bringing you your music right on your CLI.
YouTube automator bringing you your music right on your CLI. - GitHub - aayush1205/muCLIar: YouTube automator bringing you your music right on your CLI.
A Data Scientist’s Perspective on the Wuhan Coronavirus
An EDA on the coronavirus dataset by John…
https://towardsdatascience.com/a-data-scientists-perspective-on-the-wuhan-coronavirus-4d1110446478
An EDA on the coronavirus dataset by John…
https://towardsdatascience.com/a-data-scientists-perspective-on-the-wuhan-coronavirus-4d1110446478
emeryberger / scalene
a high-performance, high-precision CPU and memory profiler for Python
https://github.com/emeryberger/scalene
a high-performance, high-precision CPU and memory profiler for Python
https://github.com/emeryberger/scalene
GitHub
GitHub - emeryberger/scalene: Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python - emeryberger/scalene
Reducing Pandas memory usage #3: Reading in chunks
Sometimes your data file is so large you can’t load it into memory at all, even with ...
https://pythonspeed.com/articles/chunking-pandas/
Sometimes your data file is so large you can’t load it into memory at all, even with ...
https://pythonspeed.com/articles/chunking-pandas/
Python⇒Speed
Reducing Pandas memory usage #3: Reading in chunks
Reduce Pandas memory usage by loading and then processing a file in chunks rather than all at once, using Pandas’ chunksize option.
Stop copy-pasting notebooks, embrace Jupyter templates!
Introducing jupytemplate: configurable…
https://towardsdatascience.com/stop-copy-pasting-notebooks-embrace-jupyter-templates-6bd7b6c00b94
Introducing jupytemplate: configurable…
https://towardsdatascience.com/stop-copy-pasting-notebooks-embrace-jupyter-templates-6bd7b6c00b94