Networks constructed from modular blocks:īody - Contains most of the hidden layers ModelBuilder takes parameters and modules to yield networks on-demand Stochastic Weight Averaging Izmailov et al., 2018Įntity embedding of categorical features, Guo & Berkhahn, 2016 HEP-specific data augmentation during training and inferenceįast geometric ensembles Garipov et al., 2018 Inclusion of recent deep learning techniques and practices, including: Non-network-specific methods expect Pandas DataFrame allowing their use without having to convert to FoldYielder. The FoldYielder class provides on-demand access to data stored in HDF5 format, only loading into memory what is required.Ĭonversion from ROOT and CSV to HDF5 is easy to achieve using (see examples)įoldYielder provides conversion methods to Pandas DataFrame for use with other internal methods and external packages Use with large datasets: HEP data can become quite large, making training difficult: You can configure it to look like the photo above or in a cozy corner shape.Package Description ¶ Distinguishing Characteristics ¶ Data objects ¶ #10 Wayfair Thomas 136″ Modular Sofa – Currently 29% off at $1669.99! This comes in gray as shown above and a sand color. A steal at $899.99 and the cushions look really plush like the RH cloud. #9 World Market Ivory Feather Filled Brynn Sofa – I thought this was a great find, especially if you are wanting the look of the cloud but are working with a smaller space. #8 Symphony Sectional Modular Storage Sofa Charcoal – An amazing find if you are wanting something smaller or working with a smaller space and it is from Target! On sale now for only $774.39!! #7 TURN 4-PIECE IVORY SECTIONAL SOFA – Another incredible find from CB2! This 4-piece sofa is stunning and has a similar relaxed style to the RH cloud couch. #6 Wayfair Isaacs 112″ Left Hand Facing Sectional Currently on sale for a serious steal of $979.99! The cheapest of all the dupes and still a great size.
Lumin dough plus#
#5 World Market Gray Tyson 5 Piece L Modular Sectional Sofa – You can’t beat this price tag of $1499.95 and for this large size! Plus each piece is actually separate so you can configure it however you like. #4 Brás 120.5” Square Arm Modular Sofa – This is an incredible dupe if you are looking for a darker fabric and the price is unbelievable at only $1359.99!! #3 CB2 LUMIN WHITE LINEN 4-PIECE SECTIONAL SOFA – I love how simple and sleek this dupe is from CB2! A great price at only $3596! This dupe saves you about $4k!
To create the look seen in the photo above, this would be $3098 total (again, about the cost of just ONE corner section in the RH couch)
#2 West Elm Harmony Modular Sectional – This dupe is similar in looks and is also sold separately per piece and can be customized per fabric you choose. Depending on fabric and customization options, this dupe will range you anywhere from $ 2,898– $ 4,648 (which is almost equal to the cost of just ONE corner section in the RH couch) #1 Pottery Barn Milo Upholstered Sofa Chaise Sectional – This couch is probably the most similar in how it looks to the RH cloud. With all of that said, here are some amazing dupes I found to achieve the same cozy look and style that will save you THOUSANDS!!ġ0 DUPES FOR THE RESTORATION HARDWARE CLOUD COUCH So to recreate the style shown in the photo above with two corner pieces, a middle piece and ottoman, it’d cost about $9500! Just ONE of the corner pieces can range anywhere from $2395 – $4495 depending on the depth, fill and fabric you choose.
The infamous Restoration Hardware Cloud Modular Sofa Chaise Sectional is sold by each piece separately so you can create the look you want.
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