Fastest Semantle solver this side of the Mississippi

Last update: Dec 26, 2022

Overview

semantle

Fastest Semantle solver this side of the Mississippi.

Roughly 3 average turns to win
Measured against (part of) the word2vec-google-news-300 vocabulary!

NOTES:

There are a lot of words, and I haven't bothered to test a the vast majority of them.
The "average turns to win" benchmark is based on my rough observations.

Install

Install directly from this repository:

pip install git+https://github.com/fkodom/semantle.git

Solve

Launch the assistive solver:

solve-semantle

In some situations, you may want to increase the solver's uncertainty:

To get more "realistic" looking answers -- don't immediately solve the puzzle :)
Playing a different, third-party Semantle implementation, which may use a different trained version of Word2Vec.

It will take longer to solve the puzzle, but the solver will be more robust to discrepancies in word similarities. For example, to allow for differences of ±5 similarity score:

solve-semantle --uncertainty 5

Play

Play a command line game:

play-semantle

NOTE: I believe the word bank is much larger than in the official Semantle game. You may get some obscure target words. ¯\(ツ)/¯

How It Works

[TODO]

Client library for relay - a service for relaying server side messages to the client side browsers via websockets.

1 Nov 10, 2021

Sudoku solver - A sudoku solver with python

sudoku_solver A sudoku solver What is Sudoku? Sudoku (Japanese: 数独, romanized: s

0 May 22, 2022

Simple Linear 2nd ODE Solver GUI - A 2nd constant coefficient linear ODE solver with simple GUI using euler's method

Simple_Linear_2nd_ODE_Solver_GUI Description It is a 2nd constant coefficient li

4 Feb 5, 2022

Wordle Solver: A simple script which is also called Wordle solver

wordle-solver this code is a simple script which is also called Wordle solver. t

1 Feb 15, 2022

The fastest way to visualize GradCAM with your Keras models.

VizGradCAM VizGradCam is the fastest way to visualize GradCAM in Keras models. GradCAM helps with providing visual explainability of trained models an

58 Nov 19, 2022

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

swifter A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner. Blog posts Release 1.0.0 Fir

2.2k Jan 4, 2023

The fastest nuker on discord, Proxy support and more

About okuru nuker is a nuker for discord written in python, It uses methods such as threading and requests to ban faster and perform at higher speeds.

63 Dec 31, 2022

Asynchronous Client for the worlds fastest in-memory geo-database Tile38

This is an asynchonous Python client for Tile38 that allows for fast and easy interaction with the worlds fastest in-memory geodatabase Tile38.

53 Dec 29, 2022

Telegram File to Link Fastest Bot , also used for movies streaming

Telegram File Stream Bot ! A Telegram bot to stream files to web. Report a Bug | Request Feature About This Bot This bot will give you stream links fo

194 Jan 7, 2023

Fastest Tiktok Username checker on site.

Tiktok Username Checker Fastest Tiktok Username checker on site

3 Jun 19, 2021

Portal is the fastest way to load and visualize your deep neural networks on images and videos 🔮

243 Jan 5, 2023

Pantheon - The fastest YouTube downloader.

A Youtube downloader written in Python3, using HTTP requests and an API.

38 Nov 21, 2022

Bit is Python's fastest Bitcoin library and was designed from the beginning to feel intuitive, be effortless to use, and have readable source code.

1.1k Jan 2, 2023

⚔️ Fastest tibia bot API

📝 Description tibia bot api using python ⌨ Development ⚙ Running the app python bot.py ✅ ROADMAP Add confidence to floor level to have more accuracy

133 Dec 28, 2022

This project deploys a yolo fastest model in the form of tflite on raspberry 3b+. The model is from another repository of mine called -Trash-Classification-Car

Deploy-yolo-fastest-tflite-on-raspberry 觉得有用的话可以顺手点个star嗷这个项目将垃圾分类小车中的tflite模型移植到了树莓派3b+上面。该项目主要是为了记录在树莓派部署yolo fastest tflite的流程 (之后有时间会尝试用C++部署来提升

7 Aug 16, 2022

The Fastest multi spambot of Telegram 🤞 🤞

Revil Spam Bot The Fastest multi spambot of Telegram 🤞 🤞 𝚂𝚄𝙿𝙿𝙾𝚁𝚃 🖤 ᴄʀᴇᴀᴛᴏʀ 🖤 ⚡ 𝓡𝓮𝓿𝓲𝓵 𝓗𝓾𝓷𝓽𝓮𝓻 𝔐𝔲𝔩𝔱𝔦 ẞø✞︎ ⚡ 𝓐 𝕾мοοτн 𝓐и∂ 𝕱

4 Dec 8, 2021

A python package for your Kali Linux distro that find the fastest mirror and configure your apt to use that mirror

Kali Mirror Finder Using Single Python File A python package for your Kali Linux distro that find the fastest mirror and configure your apt to use tha

6 Dec 12, 2022

Discord Webhook Spammer (fastest)

Discord Webhook Spammer A simple fast asynchronous webhook spammer. Spammer Features Fast message spamming. Controllable speed. Noob friendly. Usage N

2 Apr 22, 2022

Tool to get the top 100 of the fastest nodes in the Tor network. Based on Kirzahk tool.

Tor Network Top 100 IPs Tool to get the top 100 of the fastest nodes in the Tor network. Based on Kirzahk tool. Just execute top100ipstor.py to get th

0 Jan 23, 2022

Comments

Cannot seem to get it to work on Windows.

I followed the instructions precisely, but when I type solve-semantle, it says 'solve-semantle' is not recognized as an internal or external command, operable program or batch file. What do I do?

opened by Rivian01 2

Solver.recommend() calls _get_words_closest_to_mean() with empty "words" tuple

Hello,

First, thanks for developing this tool, it is quite funny to see how fast it solves Semantle games :)

However, I stumble upon this behaviour:

$ .local/bin/solve-semantle
Semantle Solver!

Step 1
----------------
157244 solutions remaining
Recommended: object
Alternatives: [person, place, action, adjective]
----------------
Enter your guess: hello
What was the similarity? 4.04

Step 2
----------------
306 solutions remaining
Recommended: neuroanatomical
Alternatives: [mupirocin, lymphocytic, recombinants, amisulpride, bullae]
----------------
Enter your guess: neuroanatomical
What was the similarity? -0.68
~/.local/lib/python3.10/site-packages/semantle/solver.py:81: RuntimeWarning: Mean of empty slice.
  mean = vectors.mean(axis=0, keepdims=True)
~/.local/lib/python3.10/site-packages/numpy/core/_methods.py:181: RuntimeWarning: invalid value encountered in true_divide
  ret = um.true_divide(
Traceback (most recent call last):
  File "~/.local/bin/solve-semantle", line 8, in <module>
    sys.exit(main())
  File "~/.local/lib/python3.10/site-packages/semantle/solver.py", line 129, in main
    AssistiveSolver(uncertainty=args.uncertainty).solve()
  File "~/.local/lib/python3.10/site-packages/semantle/solver.py", line 118, in solve
    self.update(info)
  File "~/.local/lib/python3.10/site-packages/semantle/solver.py", line 52, in update
    return self.recommend().recommended
  File "~/.local/lib/python3.10/site-packages/semantle/solver.py", line 40, in recommend
    words = _get_words_closest_to_mean(words, max_words=max_alternatives + 1)
  File "~/.local/lib/python3.10/site-packages/semantle/solver.py", line 82, in _get_words_closest_to_mean
    dist = np.linalg.norm(vectors - mean, axis=1)
  File "<__array_function__ internals>", line 180, in norm
  File "~/.local/lib/python3.10/site-packages/numpy/linalg/linalg.py", line 2547, in norm
    return sqrt(add.reduce(s, axis=axis, keepdims=keepdims))
numpy.AxisError: axis 1 is out of bounds for array of dimension 1

Note: the secret word was "pace".

A brief print()-based debugging session reflects Solver.recommend() calls _get_words_closest_to_mean() with an empty "words" tuple. This seems to happen only when, at some point in the process, a negative similarity whose absolute value is greater than the uncertainty was submitted.

opened by xavierog 0

Fastest Semantle solver this side of the Mississippi

Related tags

Overview

semantle

Install

Solve

Play

How It Works

You might also like...

Client library for relay - a service for relaying server side messages to the client side browsers via websockets.

Sudoku solver - A sudoku solver with python

Simple Linear 2nd ODE Solver GUI - A 2nd constant coefficient linear ODE solver with simple GUI using euler's method

Wordle Solver: A simple script which is also called Wordle solver

The fastest way to visualize GradCAM with your Keras models.

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

The fastest nuker on discord, Proxy support and more

Asynchronous Client for the worlds fastest in-memory geo-database Tile38

Telegram File to Link Fastest Bot , also used for movies streaming

Fastest Tiktok Username checker on site.

Portal is the fastest way to load and visualize your deep neural networks on images and videos 🔮

Pantheon - The fastest YouTube downloader.

Bit is Python's fastest Bitcoin library and was designed from the beginning to feel intuitive, be effortless to use, and have readable source code.

⚔️ Fastest tibia bot API

This project deploys a yolo fastest model in the form of tflite on raspberry 3b+. The model is from another repository of mine called -Trash-Classification-Car

The Fastest multi spambot of Telegram 🤞 🤞

A python package for your Kali Linux distro that find the fastest mirror and configure your apt to use that mirror

Discord Webhook Spammer (fastest)

Tool to get the top 100 of the fastest nodes in the Tor network. Based on Kirzahk tool.

Comments

Cannot seem to get it to work on Windows.

Solver.recommend() calls _get_words_closest_to_mean() with empty "words" tuple

Releases(1.0.1)

1.0.1(Feb 13, 2022)

1.0.0(Feb 12, 2022)

Owner

Frank Odom

Excel cell checker with python

Pre-crisis Risk Management for Personal Finance

VirtualBox Power Driver for MAAS (Metal as a Service)

MODeflattener deobfuscates control flow flattened functions obfuscated by OLLVM using Miasm.

Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding retry behavior to just about anything.

Implementation of the MDMC method to search for magnetic ground state using VASP

Mail Me My Social Media stats (SoMeMailMe)

Yet another Python Implementation of the Elo rating system.

Free version of Okuru selfbot, okuru.xyz

A Lite Package focuses on making overwrite and mending functions easier and more flexible.

Is a util for xferring skinning from one mesh to another

MIT version of the PyMca XRF Toolkit

Library for Memory Trace Statistics in Python

Some shitty programs just to brush up on my understanding of binary conversions.

A simple script written using symbolic python that takes as input a desired metric and automatically calculates and outputs the Christoffel Pseudo-Tensor, Riemann Curvature Tensor, Ricci Tensor, Scalar Curvature and the Kretschmann Scalar

A supercharged version of paperless: scan, index and archive all your physical documents

poro is a LCU interface to change some lol's options.

The ROS publisher/subscriber example packaged as a snap

ticguide: quick + painless TESS observing information

What Do Deep Nets Learn? Class-wise Patterns Revealed in the Input Space