Fine-tune GPT-3 Using Python to Create a Virtual Mental Health Assistant
https://betterprogramming.pub/how-to-finetune-gpt-3-finetuning-our-virtual-mental-health-assistant-641c1f3b1ef3
https://betterprogramming.pub/how-to-finetune-gpt-3-finetuning-our-virtual-mental-health-assistant-641c1f3b1ef3
Medium
Fine-tuning GPT-3 Using Python to Create a Virtual Mental Health Assistant Bot
Build your own ChatGPT for specific tasks
Python Data Viz Cookbook
An interactive cookbook to create graphs with Python.
https://dataviz.dylancastillo.co/
An interactive cookbook to create graphs with Python.
https://dataviz.dylancastillo.co/
dataviz.dylancastillo.co
Python Data Visualization Cookbook
A free and interactive cookbook with code samples from pandas, matplotlib, seaborn, and plotly, Python's most popular data visualization libraries.
Odyssey
A piece of software that shows a traceroute of a URL redirect path.
https://github.com/IlluminatiFish/Odyssey
A piece of software that shows a traceroute of a URL redirect path.
https://github.com/IlluminatiFish/Odyssey
GitHub
GitHub - IlluminatiFish/Odyssey: A piece of software that shows a traceroute of a URL redirect path
A piece of software that shows a traceroute of a URL redirect path - IlluminatiFish/Odyssey
ancv
Renders your (JSON) resume/CV for online & pretty terminal display.
https://github.com/alexpovel/ancv/
Renders your (JSON) resume/CV for online & pretty terminal display.
https://github.com/alexpovel/ancv/
GitHub
GitHub - alexpovel/ancv: Renders your (JSON) resume/CV for online & pretty terminal display
Renders your (JSON) resume/CV for online & pretty terminal display - alexpovel/ancv
Memory Management in Python
Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. This post is a deep dive into the internals of CPython.
https://www.honeybadger.io/blog/memory-management-in-python/
Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. This post is a deep dive into the internals of CPython.
https://www.honeybadger.io/blog/memory-management-in-python/
Honeybadger Developer Blog
Memory Management in Python
Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. Join Rupesh Mishra for a deep dive into the internals of CPython.
deptry
A command line utility to check for obsolete, missing and transitive dependencies in a Python project.
https://github.com/fpgmaas/deptry
A command line utility to check for obsolete, missing and transitive dependencies in a Python project.
https://github.com/fpgmaas/deptry
GitHub
GitHub - fpgmaas/deptry: Find unused, missing and transitive dependencies in a Python project.
Find unused, missing and transitive dependencies in a Python project. - fpgmaas/deptry
requests-ip-rotator
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.
https://github.com/Ge0rg3/requests-ip-rotator
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.
https://github.com/Ge0rg3/requests-ip-rotator
GitHub
GitHub - Ge0rg3/requests-ip-rotator: A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo…
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing. - Ge0rg3/requests-ip-rotator
Deploying Python web apps as AWS Lambda functions
AWS Lambda can host functions written in Python. These are "scale to zero" - my favorite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run. Here's how to deploy a Python web application as a Lambda function.
https://til.simonwillison.net/awslambda/asgi-mangum
AWS Lambda can host functions written in Python. These are "scale to zero" - my favorite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run. Here's how to deploy a Python web application as a Lambda function.
https://til.simonwillison.net/awslambda/asgi-mangum
til.simonwillison.net
Deploying Python web apps as AWS Lambda functions
I've been wanting to figure out how to do this for years. Today I finally put all of the pieces together for it.
Yes, Python Has a Built-In Database. Here’s How to Use It.
A simple guide to SQLite in Python.Continue reading on Towards Data Science ...
https://towardsdatascience.com/yes-python-has-a-built-in-database-heres-how-to-use-it-b3c033f172d3
A simple guide to SQLite in Python.Continue reading on Towards Data Science ...
https://towardsdatascience.com/yes-python-has-a-built-in-database-heres-how-to-use-it-b3c033f172d3
Pgsqlite: a pure Python module to import SQLite databases into Postgres
https://innerjoin.bit.io/introducing-pgsqlite-a-pure-python-module-to-import-sqlite-databases-into-postgres-bf3940cfa19f
https://innerjoin.bit.io/introducing-pgsqlite-a-pure-python-module-to-import-sqlite-databases-into-postgres-bf3940cfa19f
Medium
Introducing pgsqlite: a pure python module to import SQLite databases into Postgres
SQLite is the most popular database in the world. Native support for SQLite in Python makes SQLite a popular database to start a project…
Daft
Daft is a fast, ergonomic and scalable open-source dataframe library: built for Python and Complex Data/Machine Learning workloads.
https://github.com/Eventual-Inc/Daft
Daft is a fast, ergonomic and scalable open-source dataframe library: built for Python and Complex Data/Machine Learning workloads.
https://github.com/Eventual-Inc/Daft
GitHub
GitHub - Eventual-Inc/Daft: Distributed query engine providing simple and reliable data processing for any modality and scale
Distributed query engine providing simple and reliable data processing for any modality and scale - Eventual-Inc/Daft
Pandas 1.5.0
This release includes some new features, bug fixes, and performance improvements.
https://github.com/pandas-dev/pandas/releases/tag/v1.5.0
This release includes some new features, bug fixes, and performance improvements.
https://github.com/pandas-dev/pandas/releases/tag/v1.5.0
GitHub
Release Pandas 1.5.0 · pandas-dev/pandas
This release includes some new features, bug fixes, and performance improvements. We recommend that all users upgrade to this version.
See the full whatsnew for a list of all the changes. pandas 1....
See the full whatsnew for a list of all the changes. pandas 1....
Using Asyncio and Batch APIs for Remote Services
Call batch APIs using Python's asyncio. Process multiple requests with a single call for better performance. Async Python functions in Excel can benefit from using batch APIs.
https://www.blog.pythonlibrary.org/2022/09/20/using-asyncio-and-batch-apis/
Call batch APIs using Python's asyncio. Process multiple requests with a single call for better performance. Async Python functions in Excel can benefit from using batch APIs.
https://www.blog.pythonlibrary.org/2022/09/20/using-asyncio-and-batch-apis/
Mouse Vs Python
Using Asyncio and Batch APIs for Remote Services - Mouse Vs Python
Call batch APIs using Python's asyncio. Process multiple requests with a single call for better performance. Async Python functions in Excel can benefit from using batch APIs.
Join a list with a bitwise or operator in Python
Use
https://www.peterbe.com/plog/join-a-list-with-a-bitwise-or-operator-in-python
Use
functools.reduce(operators.or_, my_list) to join my_list with a bitwise ...https://www.peterbe.com/plog/join-a-list-with-a-bitwise-or-operator-in-python
Peterbe
Join a list with a bitwise or operator in Python - Peterbe.com
Use `functools.reduce(operators.or_, my_list)` to join `my_list` with a bitwise OR.
Invasive procedures: Python affordances for performance measurement
When your Python code is too slow, you need to identify the bottleneck that’s causing it: ...
https://pythonspeed.com/articles/measuring-python-performance/
When your Python code is too slow, you need to identify the bottleneck that’s causing it: ...
https://pythonspeed.com/articles/measuring-python-performance/
Python⇒Speed
Invasive procedures: Python affordances for performance measurement
Learn a variety of—sometimes horrible—ways to instrument and measure performance in Python.
redframes
A data manipulation library for ML and visualization. It is fully interoperable with pandas, compatible with scikit-learn, and works great with matplotlib!
https://github.com/maxhumber/redframes
A data manipulation library for ML and visualization. It is fully interoperable with pandas, compatible with scikit-learn, and works great with matplotlib!
https://github.com/maxhumber/redframes
GitHub
GitHub - maxhumber/redframes: General Purpose Data Manipulation Library
General Purpose Data Manipulation Library. Contribute to maxhumber/redframes development by creating an account on GitHub.