gota
roaring
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| gota | roaring | |
|---|---|---|
| 4 | 5 | |
| 2,916 | 2,336 | |
| 1.6% | 1.2% | |
| 0.0 | 7.6 | |
| 8 months ago | 6 days ago | |
| Go | Go | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
gota
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What libraries are missing?
Could give this a try https://github.com/go-gota/gota
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Is Go a good language for a beginner in machine learning?
I did find a dataframe library for Go: gota. But compared to Pandas, it's API was just plain ugly, imo. Ofcourse it's further complicated by the fact that this doesn't use generics yet, so further uglified by interface{} littered everywhere.
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Useful Go data engineering libraries
Maybe look at https://github.com/go-gota/gota for a start.
roaring
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I have some questions about defining a series of bits in Golang
For (3), and if you’re interested in checking if specific bits are set or not, take a look at https://github.com/bits-and-blooms/bitset and https://github.com/RoaringBitmap/roaring.
- Bitmasks - how and why to use?
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Skipfilter
Each topic has a roaring bitmap. Each bit corresponds to a subscriber in the skip list. For each topic, head and tail cursors are also maintained to ensure that newly added subscriptions are always tested and deleted subscriptions are always evicted. Roaring bitmaps are compressed and discontinuous so memory usage again remains bounded as subscribers come and go.
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Bit shifting blew my mind
Definitely take a look at a roaring bitmap. https://github.com/RoaringBitmap/roaring
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Protocol buffers database, a Key-Value database on the wire
Roaring bitmaps + btrees are a rock solid indexing approach. Alternatively, bleve has a lot out of the box but that's introducing a new datastore, basically.
What are some alternatives?
golang-set - A simple, battle-tested and generic set type for the Go language. Trusted by Docker, 1Password, Ethereum and Hashicorp.
go-adaptive-radix-tree - Adaptive Radix Trees implemented in Go
skiplist - skiplist for golang
gods - GoDS (Go Data Structures) - Sets, Lists, Stacks, Maps, Trees, Queues, and much more
gocache - ☔️ A complete Go cache library that brings you multiple ways of managing your caches
go-datastructures - A collection of useful, performant, and threadsafe Go datastructures.
algorithms - CLRS study. Codes are written with golang.
trie - Data structure and relevant algorithms for extremely fast prefix/fuzzy string searching.
boomfilters - Probabilistic data structures for processing continuous, unbounded streams.
cuckoofilter - Cuckoo Filter: Practically Better Than Bloom
bitset - Go package implementing bitsets
bit - Bitset data structure